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2026-07-09HW dossier: analog softmax/attention (12 verified claims) — Elfadel-Wyatt 1...Yuren Hao
2026-07-09casc_eq_train v7: two algorithmic dedups — d_top refreshed every other roun...Yuren Hao
2026-07-09casc_eq_train v6: graph-reuse fb (rebuild graphs feed next round's vjps), --c...Yuren Hao
2026-07-09FINDINGS: final C1 verdict — equilibrium fb-EP 2.2949 beats BP 2.3694 (same...Yuren Hao
2026-07-09FINDINGS: cascade pivot one-day arc — bridge, solver saga, fb message-passi...Yuren Hao
2026-07-09cascade root cause found: tied readout + default N(0,1) embedding init = path...Yuren Hao
2026-07-09casc_eq_train v4: quality-governed estimator — periodic measured cos(EP,BP)...Yuren Hao
2026-07-09casc_eq_train v3: adaptive beta (tok-sigma stiffness compensation), adaptive-...Yuren Hao
2026-07-09cascade equilibrium solver solved: fb (forward-backward message passing) K=3 ...Yuren Hao
2026-07-09casc_eq_train: equilibrium-mode cascade-EP trainer (GS-reverse solver K sweep...Yuren Hao
2026-07-09cascade: retire zil per user directive (EP route = equilibrium two-phase); pr...Yuren Hao
2026-07-09cascade: zil interleaved scheme = exact gradients at all depths (cos 1.0000 L...Yuren Hao
2026-07-09cascade ablation program: plan doc (5 claims, tiers 0-4), probe v2 (jacobi/gs...Yuren Hao
2026-07-09cascade_probe: layered-energy EP on L distinct standard blocks — free equil...Yuren Hao
2026-07-09lt_ep_train: --gov_keepjr now keeps the jr floor through reg_delay too (fastf...Yuren Hao
2026-07-09backfill_wandb: replay historical run logs into W&B (ept-c512 / ept-tol / ept...Yuren Hao
2026-07-09lt_ep_train: --rr_floor (resreg floor during free/delay phase) for govfloor armsYuren Hao
2026-07-09lt_ep_train: optional W&B mirroring (--wandb/--wandb_run), failure-proof logg...Yuren Hao
2026-07-07FLAGSHIP: warm_fast 1.7065 final — beats tuned BP anchor by 0.086, param-ma...Yuren Hao
2026-07-07Wall-3 theorem addendum: arXiv:2603.26969 (PAR) hardens the J^T obstruction; ...Yuren Hao
2026-07-07SPECTRAL GOVERNOR (--governor): the from-scratch recipe candidate, dip-map-ca...Yuren Hao
2026-07-06dp_ep smoke PASSED: 2-GPU lockstep clean, ~107% linear scaling (allreduce neg...Yuren Hao
2026-07-06Tier-3 gates: Anderson math-yes/impl-no (parked for v2); bf16polish UNSAFE ne...Yuren Hao
2026-07-06aggregate speed bench: speed tier hf+sd 1.47x; accuracy tier hf+sd+t80+avg (0...Yuren Hao
2026-07-06--holoavg shipped (gate 0.913->0.936 @t2sel160, batch2 +0.051) + farm wave-2 ...Yuren Hao
2026-07-06bp_lm twin control + env forensics probes + holo_a_track_avg (semi-convergenc...Yuren Hao
2026-07-05ONBOARDING: from-scratch 2.0119 (self_restart DONE), warm best 1.8977 in flightYuren Hao
2026-07-05estimator forensics closed: cos ceiling = adjoint TRUNCATION + SEMI-CONVERGEN...Yuren Hao
2026-07-05r-sweep: cos(EP,BPTT) FLAT across r=0.02..0.4 on both operators — nudge-SNR...Yuren Hao
2026-07-05--sdpa: fused flash attention in the no_grad relax loop — 1.45x free phase,...Yuren Hao
2026-07-05holofast: exact halved-jvp AEP track — 1.55x nudged phase, gradient-gate pa...Yuren Hao
2026-07-04queue v3: 5th arm abl_delay_hr2 (redx-faithful hr0.2 front) + every-100 saves...Yuren Hao
2026-07-04FINDINGS: magic-s2000 mechanism entry (stability-dip audit)Yuren Hao
2026-07-04magic-s2000 study: reg_delay/noadaptc flags, 4-arm queue v2, redx trajectory ...Yuren Hao
2026-07-03floss-ept: graded finite-horizon LE penalty (--floss) + three-arm from-scratc...Yuren Hao
2026-07-03omega/norm-family refuted as stability signal; fingerprint story retracted; e...Yuren Hao
2026-07-03gitignore the one-off _upload_assets.* helperYuren Hao
2026-07-03Add pull_assets.py one-click restore (HF ept-assets) + ONBOARDING restore noteYuren Hao
2026-07-03ONBOARDING: add data/checkpoint sharing note (git-ignored large files)Yuren Hao
2026-07-03Initial commit: ept — backprop-free equilibrium transformer (EP)Yuren Hao