| 文件 | 最后提交记录 | 最后更新时间 |
|---|---|---|
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
fix(quiz): correct answer is always in the same position (slot B) (#381) Every "Test Your Understanding" quiz placed the correct answer in option B. Across the 2026 questions in 338 quiz files the correct answer sat at index 1 in 61.5% of cases (uniform would be ~25%), and 107 files had every answer at B, making the quizzes guessable without reading them. scripts/debias_quizzes.py rewrites each question's option order with a deterministic, content-seeded permutation and updates the correct index to follow the moved answer. It is idempotent: options are canonicalised to a sorted base before permuting, so re-running produces byte-identical output. Questions whose options reference each other by position ("all of the above", "both A and B") are left untouched. The correct-answer value, the option set, and every explanation are preserved exactly; only order and the index change. Result: A 23.8% / B 26.3% / C 23.5% / D 26.4%. The script doubles as a CI guard: `--check` exits non-zero if any quiz is not de-biased, wired into the curriculum workflow so new lessons cannot regress. Fixes #368 | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat: add agent skills track and stateless MCP curriculum (#422) * feat(phase-13/22): teach portable agent skill contracts Agent skills need a portable contract before host-specific metadata and runtime policy can be reasoned about. * fix(phase-13/23): make the ecosystem capstone accurate The capstone should model current A2A operations, portable artifact metadata, and deterministic trace timing. * feat(phase-13/24): teach skill discovery and disclosure A useful skill catalog needs explicit scope precedence and bounded progressive disclosure before instructions are loaded. * feat(phase-13/25): teach invocation policy and routing Human, model, application, and skill activation need separate policy decisions before relevance ranking can be trusted. * feat(phase-13/26): teach skill sandbox and trust boundaries Skill instructions are untrusted input, so authority must remain host-owned and every filesystem, network, and command boundary must fail closed. * feat(phase-13/27): add the skill release gate A distributable skill needs adversarial structure, routing, safety, artifact, provenance, installation, and portability evidence before release. * feat(skills): install and render complete skill bundles Progressive-disclosure skills must keep companion references, scripts, assets, and evals intact across discovery, installation, and lesson rendering. * docs(curriculum): index the agent skills mini-course The expanded Phase 13 sequence needs consistent lesson links, durations, translations, and shared terminology across every learner entry point. * feat(certification/11): teach stateless MCP integration Certification learners need the same stateless wire model as the production curriculum. * feat(phase-11/14): modernize MCP protocol contracts The foundational MCP lesson must no longer teach the removed session lifecycle. * fix(phase-13/01): align tool terms with stateless MCP The tool interface introduction should point to the current protocol vocabulary. * feat(phase-13/06): teach stateless MCP fundamentals Learners need the current per-request contract before building clients or servers. * feat(phase-13/07): build a stateless MCP server The server lab should model the protocol that new implementations actually ship. * feat(phase-13/08): build a stateless MCP client The client lab must negotiate every request without relying on session state. * feat(phase-13/09): teach current Streamable HTTP Transport examples need the current POST-only lifecycle and notification behavior. * feat(phase-13/10): teach stateless resources and prompts Resource and prompt discovery must reflect stateless cache and result contracts. * feat(phase-13/11): teach per-request sampling Sampling calls must carry current capabilities and stateless response semantics. * feat(phase-13/12): teach roots and elicitation retries Elicitation retries and roots handling need current capability and MRTR boundaries. * feat(phase-13/13): teach stateless MCP tasks Task storage and subscriptions must survive cross-instance stateless requests. * feat(phase-13/14): update MCP Apps contracts Apps learners need current bridge, subscription, and discovery boundaries. * feat(phase-13/15): update MCP threat boundaries Threat modeling must cover current routing and MRTR state boundaries. * feat(phase-13/16): update MCP OAuth contracts OAuth examples must bind issuers and resources while using current errors. * feat(phase-13/17): update gateway and registry contracts Registry admission must separate publication identity from runtime discovery. * feat(phase-13/18): teach production MCP authentication Production auth should implement real PKCE, CIMD, and resource-bound caching. * docs(phase-13/22): add a runnable skill quickstart Beginners need an exact repository-root path from bundle inspection to host use. * fix(phase-13/23): make the capstone stateless The ecosystem capstone must compose the same current contracts taught upstream. * docs(phase-13/24): clarify host discovery limits Learners should distinguish known context budgets from host fallback behavior. * docs(phase-13/26): clarify sandbox prerequisites The safety lab needs explicit prerequisites and a viable conceptual fallback. * docs(phase-13/27): add real-host release evidence A production claim should require installed-host evidence beyond deterministic fixtures. * docs(phase-16/02): update MCP legacy comparison The interoperability comparison should use the current stateless MCP lifecycle. * feat(phase-19/13): modernize the MCP registry capstone The production capstone must separate Registry publication from stateless runtime discovery. * docs(curriculum): index agent skills and stateless MCP Learners need one coherent route through the skills track and current MCP sequence. * feat(skills): add a focused agent skills learner path A dedicated route removes placement and navigation friction for focused learners. * feat(mcp): add production engineering track * fix(cert-11): harden MCP integration contract * fix(phase-11-14): classify MCP handler failures * fix(mcp-07): validate JSON-RPC request identifiers * fix(mcp-08): reuse strict response decoding * fix(mcp-09): harden HTTP transport boundaries * fix(mcp-11): isolate returned tool descriptors * fix(mcp-12): make continuation state single-use * fix(mcp-14): align lesson response metadata * fix(mcp-15): expire and consume continuation state * fix(mcp-16): bind OAuth enrollment and code exchange * fix(mcp-18): enforce redirect and code lifetimes * fix(mcp-23): validate task identifiers * fix(skills-24): clarify discovery boundaries * fix(skills-25): deny unknown invocation actors * fix(skills-26): validate approval policy shape * fix(mcp-28): terminate unsafe cursor pagination * fix(mcp-29): preserve completed request state * fix(mcp-30): require secure remote endpoints * fix(mcp-31): strengthen conformance checks * fix(agent-skills): align route prerequisites * fix(scripts): harden skill bundle installation * fix(site): validate learning and artifact boundaries * fix(course): address review edge cases * fix(mcp): tighten notification and redirect validation * fix(mcp): secure reproducible lesson state * fix(mcp): use required lesson header comments | 12 天前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
fix(quiz): correct answer is always in the same position (slot B) (#381) Every "Test Your Understanding" quiz placed the correct answer in option B. Across the 2026 questions in 338 quiz files the correct answer sat at index 1 in 61.5% of cases (uniform would be ~25%), and 107 files had every answer at B, making the quizzes guessable without reading them. scripts/debias_quizzes.py rewrites each question's option order with a deterministic, content-seeded permutation and updates the correct index to follow the moved answer. It is idempotent: options are canonicalised to a sorted base before permuting, so re-running produces byte-identical output. Questions whose options reference each other by position ("all of the above", "both A and B") are left untouched. The correct-answer value, the option set, and every explanation are preserved exactly; only order and the index change. Result: A 23.8% / B 26.3% / C 23.5% / D 26.4%. The script doubles as a CI guard: `--check` exits non-zero if any quiz is not de-biased, wired into the curriculum workflow so new lessons cannot regress. Fixes #368 | 1 个月前 | |
fix(quiz): correct answer is always in the same position (slot B) (#381) Every "Test Your Understanding" quiz placed the correct answer in option B. Across the 2026 questions in 338 quiz files the correct answer sat at index 1 in 61.5% of cases (uniform would be ~25%), and 107 files had every answer at B, making the quizzes guessable without reading them. scripts/debias_quizzes.py rewrites each question's option order with a deterministic, content-seeded permutation and updates the correct index to follow the moved answer. It is idempotent: options are canonicalised to a sorted base before permuting, so re-running produces byte-identical output. Questions whose options reference each other by position ("all of the above", "both A and B") are left untouched. The correct-answer value, the option set, and every explanation are preserved exactly; only order and the index change. Result: A 23.8% / B 26.3% / C 23.5% / D 26.4%. The script doubles as a CI guard: `--check` exits non-zero if any quiz is not de-biased, wired into the curriculum workflow so new lessons cannot regress. Fixes #368 | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
fix(quiz): correct answer is always in the same position (slot B) (#381) Every "Test Your Understanding" quiz placed the correct answer in option B. Across the 2026 questions in 338 quiz files the correct answer sat at index 1 in 61.5% of cases (uniform would be ~25%), and 107 files had every answer at B, making the quizzes guessable without reading them. scripts/debias_quizzes.py rewrites each question's option order with a deterministic, content-seeded permutation and updates the correct index to follow the moved answer. It is idempotent: options are canonicalised to a sorted base before permuting, so re-running produces byte-identical output. Questions whose options reference each other by position ("all of the above", "both A and B") are left untouched. The correct-answer value, the option set, and every explanation are preserved exactly; only order and the index change. Result: A 23.8% / B 26.3% / C 23.5% / D 26.4%. The script doubles as a CI guard: `--check` exits non-zero if any quiz is not de-biased, wired into the curriculum workflow so new lessons cannot regress. Fixes #368 | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
feat(site): full curriculum figure coverage (503 lessons) + lang-picker CSS cachebust (#380) * feat(site): 39 more interactive figures — wave 3 across thin phases Extends the figure system into the phases that were still sparse: LLM engineering, multimodal, agents depth, alignment, plus vision/speech/genai remainders. Five new module files (1,959 LOC) on the shared LF toolkit: - figures-llmeng.js (P11/P13, 8): few-shot curve, chain-of-thought, constrained decoding, prompt-cache hit, semantic cache, function-call args, LLM-judge rubric, lost-in-the-middle - figures-multimodal.js (P12, 7): contrastive matrix, cross-attention fusion, modality projection, CFG guidance scale, VQ codebook, video patches, CTC align - figures-agents2.js (P14/P16, 8): ReWOO plan, tree-of-thoughts, self-refine, memory blocks, Voyager skills, LangGraph state, orchestration patterns, debate - figures-alignment2.js (P9/P18, 8): PPO clip, reward model, constitutional AI, actor-critic, interpretability probe, SAE features, jailbreak defense, scalable oversight - figures-foundations2.js (P4/P6/P8, 8): augmentation, transfer learning, BN train/eval, CTC collapse, MFCC pipeline, autoencoder bottleneck, normalizing flow, score matching Embedded in 39 figure-free lessons. Validated headless: all 173 registered figures (16 core + 157 module) mount with zero console errors; PPO clip, CLIP contrastive matrix, and tree-of-thoughts verified in light and dark. * feat(site): 81 animated SVG figures across capstone, agents, CV, NLP, infra Wave 4a. Shift from slider widgets to unique, concept-specific SMIL-animated SVG illustrations (no JS loops, no real compute, light DOM). 10 new module files, each figure a distinct visual matched to its lesson: - figures-capstone-a/b (P19, 16): tokenizer merges, sliding window, training loop, DPO, RAG flow, eval grid sweep, sandbox runner, safety checkpoints - figures-agents3 (P14, 8): HTN tree, workflow chain, actor mailbox, debate convergence, computer-use cursor, voice pipeline, injection hijack, cascade - figures-nlp3 (P5, 9): POS tags, dependency arcs, QA span, summarize collapse, topic drift, coref links, NLI router, relation triples, constrained decode - figures-cv2 (P4, 8): detection NMS, segmentation flood, GAN, diffusion denoise, NeRF rays, CLIP matrix, metric embedding, depth sweep - figures-llms3 (P7/P10, 8): MoE routing, encoder-decoder, RNN vs parallel, speculative draft-verify, multi-token predict, self-critique, loss masking, activation recompute - figures-autonomous2 (P15, 8): AlphaEvolve loop, Darwin-Godel archive, bounded gates, circuit breaker, checkpoint replay, cost governor, injection boundary - figures-swarms2 (P16, 8): consensus wave, auction, stigmergy, hierarchy token, message bus, roles, blackboard, speaker election - figures-infra2 (P17, 8): cache-aware router, cold start, model cascade, prefill/decode split, batch lanes, semantic cache, edge bandwidth, load waves - figures-systems3 (P11/12/13/8/6, 8): masked diffusion, any-to-any stream, video diffusion, inpaint, agentic RAG, MCP NxM, A2A lifecycle, RVQ codec Embedded in 80 figure-free lessons. Validated headless: all 254 registered figures mount with zero console errors, 1062 SMIL animation nodes present, samples (NMS, stigmergy, RAG, detection) verified rendering. * feat(site): 80 more animated SVG figures across capstone, CV, speech, tools Wave 4b. Ten more SMIL-animated module files, each figure a unique concept-specific illustration (no JS loops, no real compute, light DOM): - figures-capstone-c/d (P19, 16): embedding lookup, transformer block, GPT assembly, weight remap, grad accumulation, atomic checkpoint, HyDE, BLEU, reliability diagram, ZeRO shard, pipeline bubble, constitution loop - figures-cv3 (P4, 8): RoIAlign, latent compression, CTC, pose heatmap, gaussian splat, rectified flow, open-vocab, track association - figures-speech2 (P6, 8): ASR attention, EER crossover, TTS stack, codec tokens, VAD cascade, full-duplex, WER alignment, voice factorize - figures-multimodal2 (P12, 8): patch-n-pack, LLaVA projector, M-RoPE axes, video token budget, action tokens, doc layout, MaxSim, agent loop - figures-tools2 (P13, 8): tool loop, parallel fanout, schema routing, client merge, transport handshake, task lifecycle, tool poisoning, router failover - figures-agents4 (P14, 8): memory fusion, crew-vs-flow, handoff, subagent isolation, SWE-bench gate, agent-human gap, span tree, eval layers - figures-swarms3 (P16, 8): contract-net, work-stealing, handoff routing, agent-card discovery, debate topology, theory-of-mind, CTDE, checkpoint - figures-genai3 (P8/P5, 8): VAR next-scale, FID, PatchGAN, StyleGAN mapping, hybrid retrieval, Matryoshka, entity linking, needle-in-haystack - figures-misc2 (P15/P17/P11, 8): propose-then-commit, priority tiers, research loop, speculative tree, gateway fallback, sequential test, schema funnel Embedded in 80 figure-free lessons. Validated headless: all 334 registered figures mount with zero console errors, 2061 SMIL animation nodes; samples (contract-net auction, TTS stack) verified rendering. * fix(site): bump asset versions so the language picker CSS refreshes The picker markup and CSS shipped, but the style.css link kept the old ?v=20260525a query, so returning visitors' browsers served cached CSS without the .lang-panel rules and the picker rendered unstyled and always-open. Bump every asset version (and version the new langs.js / lang-picker.js) to force a fresh fetch. * feat(site): full curriculum figure coverage — 169 animated figures, all 503 lessons Wave 5 completes the interactive figure system: every lesson in every phase now carries a concept-specific animated SVG. Sixteen new module files (7,688 LOC), each figure a unique SMIL illustration with motion craft applied throughout (spline ease-out entries from opacity 0 at 95 percent scale, staggered cascades, exits faster than entries, calm 2.5-6s loops, no JS animation loops, no real compute): - figures-capstone-e/f/g/h/i (P19, 49 figures) - figures-alignment3/4 (P18, 23) - figures-workbench (P14, 15): the agent workbench mini-track animated - figures-tools3 (P13, 11) - figures-setup (P00, 12): commit DAG, GPU dispatch, secret injection, venv isolation, docker layers, LSP round trip, flame graph, more - figures-foundations3 (P01/02/09, 11) - figures-visaudio4 (P04/06/08, 9) - figures-nlp5 (P05/07, 8) - figures-llmstack5 (P10/11/12, 11) - figures-autoswarm5 (P15/16, 12) - figures-infra4 (P17, 8) Coverage: 0 figure-free lessons remain; all 503 lesson docs carry a figure. Validated headless: 506 registered figures mount with zero console errors, 4,505 SMIL animation nodes. | 1 个月前 | |
docs(curriculum): improve GitHub learning entry points Give repository-first learners consistent quick starts, runnable commands, and clearer phase navigation across every maintained language. | 14 天前 |
Phase 19: Capstone Projects
Prove everything you learned. Build portfolio-grade systems.
Start this phase on GitHub
Prerequisites: Choose a project whose listed phases you have completed. The Terminal-Native Coding Agent expects Phases 11, 13, 14, 15, and 17.
Starter project: Terminal-Native Coding Agent
Run this command from the repository root:
python3 phases/19-capstone-projects/01-terminal-native-coding-agent/code/main.py
Keep the command, exit code, final plan state, budget totals, trace events, and the architecture decision you would change before connecting a real model.
Next action: Select the capstone that matches your goal from the full Phase 19 project list. Projects are choices, not a required numeric sequence. Write acceptance evidence before building.
Use the cross-phase roadmap to close any prerequisite gaps.