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Age	Commit message (Expand)	Author
2026-07-10	Add --cosine (warmup->cosine decay to 0.1x lr) to both cascade trainers for f...	Yuren Hao
2026-07-10	K refuted as L12 lever (cos K-invariant K3==K8); BP 3-seed sealed 1.919; mech...	Yuren Hao
2026-07-09	BP-free formal audit (5.6-sol): EP update verified local (108 bitwise zero-in...	Yuren Hao
2026-07-09	A0.4 precision gate (TF32 harmless cos 0.9946==fp32; pure-bf16 cos 0.9427) + ...	Yuren Hao
2026-07-09	casc_eq_train: exact mode (dtop_every=1) now DEFAULT — bisection showed the...	Yuren Hao
2026-07-09	casc_eq_train v7: two algorithmic dedups — d_top refreshed every other roun...	Yuren Hao
2026-07-09	casc_eq_train v6: graph-reuse fb (rebuild graphs feed next round's vjps), --c...	Yuren Hao
2026-07-09	cascade root cause found: tied readout + default N(0,1) embedding init = path...	Yuren Hao
2026-07-09	casc_eq_train v4: quality-governed estimator — periodic measured cos(EP,BP)...	Yuren Hao
2026-07-09	casc_eq_train v3: adaptive beta (tok-sigma stiffness compensation), adaptive-...	Yuren Hao
2026-07-09	cascade equilibrium solver solved: fb (forward-backward message passing) K=3 ...	Yuren Hao
2026-07-09	casc_eq_train: equilibrium-mode cascade-EP trainer (GS-reverse solver K sweep...	Yuren Hao