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2026-08-07Blog: clarify J-lens frequency findingsHEADmainCaptainJack2491
2026-08-07Visualize J-lens frequency findingsCaptainJack2491
2026-08-05at-scale W_U row-norm check (GPT-2): geometric confound generalizes, r(log10)...Void Agent
2026-08-02Short version: clean-boundary control is resolved (~1.3x), not pendingVoid Agent
2026-08-02Polish per review: results.md GPT-2 -0.18 demoted to do-not-cite footnote; bl...Void Agent
2026-08-02Blog revision per reviewer feedback: de-emphasize reviewer name-drops, promot...Void Agent
2026-08-02Clean-boundary synthetic-pair control: ratio 1.311 (CI [1.258,1.402]) vs 1.47...Void Agent
2026-08-02Blog (Claude's review): add 'short version' TL;DR up top for wider audience; ...Void Agent
2026-08-02Blog: fill in public repo URL (git.jayrup.me/c/jspace-nanogpt.git)Void Agent
2026-08-02Robustness confirmed: freq correlation identical under Anthropic's exact esti...Void Agent
2026-08-02Fix in-word metric: strict (both-sides, 58% random / 0% clean) vs touches (95...Void Agent
2026-08-02synthetic_pair: add --clean boundary mode (noise token at word starts) + conf...Void Agent
2026-08-02Loss-reweighting results: q/control 0.944 (CI crosses 1), q/ctrl_random 0.985...Void Agent
2026-08-02Add willkn GreaterWrong corroboration: independent GPT-2-medium finding that ...Void Agent
2026-08-02Verify against Anthropic's official jacobian-lens repo: estimator match, zero...Void Agent
2026-08-02test_jlens_v3: move tiny model to DEV (fix cpu/cuda mismatch on cuda runs)Void Agent
2026-08-02Address Luna repo review: dynamic repo root (no hardcoded cwd), J-lens correc...Void Agent
2026-08-02Add src/stats_decomp.py: reproducible W_U decomposition, p-values, Spearman, ...Void Agent
2026-08-02Document n_pairs denominator (exact count) and ctrl_random gradient-mass cave...Void Agent
2026-08-02Address Gemini+Opus repo reviews: W_U decomposition, Spearman+p-values, synth...Void Agent
2026-08-02Blog: fact-check section — 3 independent checks confirm Anthropic has no fr...Void Agent
2026-08-02Docs: Feynman-style blog draft, MIT license, requirements, results.md, README...Void Agent
2026-08-02Add canonical test command: scripts/test.sh (runs tests/test_loss_reweight.py...Void Agent
2026-08-02loss_reweight: pass Y to forward for full logits (Karpathy nanoGPT returns la...Void Agent
2026-08-02Add tests/test_loss_reweight.py: batch determinism + weighting semantics (run...Void Agent
2026-08-02loss_reweight: CPU generators for randint/randperm (CUDA generators unsupport...Void Agent
2026-08-02Add causal experiments: synthetic frequency-matched pair (Gemini design) + lo...Void Agent
2026-07-31jlens_v3: chunk VJP probes (16) to fit K2200 4GB; proxy chunk fix; e2e verifi...Void Agent
2026-07-31Add faithful J-lens (jlens_v3): W_U-probed residual Jacobian per paper; both-...Void Agent
2026-07-30GPT-2 J-lens: use local Shakespeare + fix summaryVoid Agent
2026-07-30GPT-2 Small J-lens: frequency + dimensionality samplingVoid Agent
2026-07-30Add Pythia-70m test scriptVoid Agent
2026-07-30Fix: lr→learning_rate in configure_optimizersVoid Agent
2026-07-30Add dimensional starvation experiment (d_model=16,32,64,128 vs 384)Void Agent
2026-07-30Add controlled frequency ablation experiment (doubled-q)Void Agent
2026-07-29jlens_v2: fix import path for src/ -> root layoutVoid Agent
2026-07-29Add jlens_v2.py: simplified gradient approach for J-lensVoid Agent
2026-07-29jlens.py: fix hooks — don't detach activations, preserve gradient graphVoid Agent
2026-07-29jlens.py: fix load_model for dict-format nanoGPT checkpointsVoid Agent
2026-07-29Fix jlens.py import path: src/ -> project rootVoid Agent
2026-07-29Maxwell GPU fixes: disable bf16 SDPA, force fp32Void Agent
2026-07-29Restructure: nanoGPT at root, custom code in src/Void Agent
2026-07-29Initial project setup: J-lens implementation for nanoGPTVoid Agent