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  • e92ec01efe Enhance ML debugging guidance for LLM agents main wassname (Michael J Clark) 2026-06-26 09:52:43 +08:00
  • 5fca5ad2b2 Refresh Schulman cache anchors after transcript rewrite wassname 2026-06-25 10:28:23 +08:00
  • f8f512f603 Cite Irpan in research taste (signs-of-life, seed canary) wassname 2026-06-25 10:26:10 +08:00
  • 3fe6cb9ad9 Replace OCR-garbled Schulman cache with clean slide transcript wassname 2026-06-25 10:26:10 +08:00
  • 67d4dc90bb Document quote-first evidence style wassname 2026-06-25 09:56:26 +08:00
  • 20f03f20b8 Expand research taste appendix with expert quotes wassname 2026-06-25 09:47:39 +08:00
  • 8fc2c0bbd0 Add research taste evidence appendix wassname 2026-06-25 09:33:34 +08:00
  • 3f3f95a3b4 Update SKILL.md with debugging strategies and folklore wassname (Michael J Clark) 2026-06-14 08:37:57 +08:00
  • b8c3ffcf11 gpt5.5/fable wassname 2026-06-12 09:30:25 +08:00
  • 160bd040cc docs: add sourced transformer report folklore wassname 2026-06-12 07:02:58 +08:00
  • 3e28a950e9 docs: clarify competing-worlds debugging loop wassname 2026-06-12 06:53:36 +08:00
  • 8b9a1d62ed docs: resolve ml-debug TODO references wassname 2026-06-12 06:52:38 +08:00
  • 966f948d36 docs: refine numerical and scheduler debugging guidance wassname 2026-06-12 06:35:23 +08:00
  • e58eda360b Update SKILL.md with TODOs for future content wassname (Michael J Clark) 2026-06-11 21:35:49 +08:00
  • 1ad74e14c6 Update loss_surface.md wassname (Michael J Clark) 2026-06-11 21:21:01 +08:00
  • 6e9a3ca633 Revise introduction in diagnostics.md wassname (Michael J Clark) 2026-06-11 21:18:07 +08:00
  • 30ac76053e chore: drop links to deleted/tombstone gists (repo is canonical now) wassname 2026-06-11 16:55:04 +08:00
  • 0837f27f08 fix: companion gist link pointed at the wrong gist wassname 2026-06-11 16:41:50 +08:00
  • 8cd3c61050 folklore: tuning playbook, Domingos, Bekman loss spikes, Ng error analysis; LLM-judge bias appendix wassname 2026-06-11 15:30:41 +08:00
  • 2a2f5045bb folklore: add Karpathy common-mistakes tweet and Sculley CACE principle wassname 2026-06-11 14:43:47 +08:00
  • fb753d093e restructure: quotes-first SKILL.md, synthesized playbook split out wassname 2026-06-11 14:33:32 +08:00
  • 8ee980d62f diagnostics: add NaN-poisoning leakage tracer + Karpathy backprop-to-input check; README citation wassname 2026-06-11 10:18:51 +08:00
  • 53fb1c4bda Update SKILL.md wassname (Michael J Clark) 2026-06-03 08:19:07 +08:00
  • 8e1f9dec6d Update README.md wassname (Michael J Clark) 2026-06-03 08:18:11 +08:00
  • d1b1608a49 Update README.md wassname (Michael J Clark) 2026-06-03 08:17:04 +08:00
  • 8509ec3c30 folklore: promote Spinning Up to main; add a Research-taste section wassname 2026-06-02 21:08:49 +08:00
  • a602ea5a0e rl: quote Spinning Up (Achiam) on silent failure and bug-first debugging wassname 2026-06-02 21:04:55 +08:00
  • ee4e9a5caa folklore: add koaning, gwern, kidger, nanochat, cleanrl; trim lucidrains wassname 2026-06-02 20:59:36 +08:00
  • 9911ac83c5 folklore: add lucidrains transformer-stability item (QK-norm, post-emb LN) wassname 2026-06-02 20:49:15 +08:00
  • 38ec634ff3 restructure: folklore-first, quote-verified, with wassname intro wassname 2026-06-02 20:46:25 +08:00
  • cf9df71f6a add SKILL2.md: condensed anchor proposal (74 vs 703 lines) wassname 2026-06-02 13:26:59 +08:00
  • ab827116b5 remove AI flourishes and rhetorical "X, not Y" framing wassname 2026-06-02 12:56:35 +08:00
  • 7410a7ccf3 restore -- attribution form for blockquote citations wassname 2026-06-02 12:52:43 +08:00
  • b6fad64930 loop pseudocode: pseudopy style (← assignment, ── divider, t̂) wassname 2026-06-02 12:51:15 +08:00
  • 90b11214f8 de-AI pass: drop em-dashes, flourishes; resolve in-file TODOs wassname 2026-06-02 12:49:28 +08:00
  • 220bd8dc7f fix typos: separate/reproduced/auditable, drop stray article wassname 2026-06-02 12:07:58 +08:00
  • 715164416b loop: add likelihood-ratio test selection, path bisection, falsifiers, pseudocode wassname 2026-06-02 12:06:30 +08:00
  • d5c7dec5a6 Update SKILL.md wassname (Michael J Clark) 2026-06-01 13:36:35 +08:00
  • 779beee03e refactor(ml_debug): tidy ordering/emphasis on the new top sections wassname 2026-06-01 10:15:41 +08:00
  • bb1a6bc61c feat(ml_debug): lead with judgment gates over the symptom-lookup encyclopedia wassname 2026-06-01 10:11:36 +08:00
  • fde5ac62fd name wassname 2026-04-09 05:09:25 +08:00
  • b159b0fba8 docs(ml_debug): annotate EMNLP 2018 NLP code tutorial; note sparse Adam embedding bug wassname 2026-03-10 05:48:36 +08:00
  • 0fa4009fd5 docs(ml_debug): update Grus annotation after reading full slides; note EMNLP 2018 lead wassname 2026-03-10 05:45:56 +08:00
  • 52ff6c17cd docs(ml_debug): annotate Joel Grus slides -- SE/reproducibility talk, not debugging wassname 2026-03-10 05:45:16 +08:00
  • 3dffe890b1 docs(ml_debug): annotate sanh outbound links with content summaries wassname 2026-03-10 05:40:31 +08:00
  • c9c53f8e7f feat(ml_debug): expand nanochat evidence, add lec4 diagnostics file wassname 2026-03-10 05:38:33 +08:00
  • ced4edc200 feat(ml_debug): add Karpathy recipe + nanochat evidence, update-ratio diagnostic wassname 2026-03-10 05:32:37 +08:00
  • bbe3fe0985 feat(ml_debug): add JAX grep patterns and diagnostic equivalents wassname 2026-03-06 14:10:39 +08:00
  • 7ac7aacac7 fix(ml_debug): address review feedback wassname 2026-03-06 13:59:48 +08:00
  • 70c28f06ac refactor(ml_debug): extract grep patterns and diagnostics to refs/ wassname 2026-03-06 13:54:37 +08:00
  • 48d4c1044a refactor(pinn): extract heat exchanger specifics to refs/ wassname 2026-03-06 13:39:53 +08:00
  • 7f34f26a5c refactor(ml_debug): extract RL debugging into rl/ sub-skill wassname 2026-03-06 13:36:29 +08:00
  • 698b77f2d3 chore: fix .gitignore (dlbooks path, *_log.md pattern) wassname 2026-03-06 12:22:22 +08:00
  • 9e30cf7039 chore: remove duplicate subtitle file and log (now gitignored) wassname 2026-03-06 12:21:48 +08:00
  • fa41fecef2 Delete docs/dlbooks wassname (Michael J Clark) 2026-03-06 12:19:12 +08:00
  • 7a9c667aa7 chore: add wassname attribution to description, gitignore dlbooks wassname 2026-03-06 12:17:50 +08:00
  • 463c8fdbbc fix: apply Gemini review fixes (device kwarg, gradcheck requires_grad, torch prefix) wassname 2026-03-06 12:15:37 +08:00
  • 2db012dd2c docs(pinn): add Wang 2021 and Rathore 2024 evidence files wassname 2026-03-06 12:12:51 +08:00
  • a90624b36d feat(pinn): add pinn/ sub-skill with SKILL.md and evidence wassname 2026-03-06 11:48:41 +08:00
  • 51c9a2df44 docs: add README with author credit and usage wassname 2026-03-06 10:16:24 +08:00
  • 95fee7b5cb chore: include Goodfellow chapters (author encourages sharing) wassname 2026-03-06 10:16:00 +08:00
  • 4393cceefd initial: ML debugging folklore skill wassname 2026-03-06 10:11:30 +08:00