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2026-07-17RESULT 37 addendum: first wound = cap x floor-jump = beta 0.09 at step 20000 ...Yuren Hao
2026-07-17RESULT 37: ride fails at 72M (beta-scaled damage through beta-independent gua...Yuren Hao
2026-07-17Fairness protocol at scale: published-recipe anchor + proxy sweeps + sensitiv...Yuren Hao
2026-07-17RESULT 36 pre-reg: fw72m_ride crown-3 + ride/BP seed campaign + BP-fairness r...Yuren Hao
2026-07-17save final ckpt at last step (fixed-eval protocol); fw72m_ride crown-3 launch...Yuren Hao
2026-07-16RESULT 34+35: beta-buyback partial (+0.035->+0.022); full-epoch trio sealed â...Yuren Hao
2026-07-16est15 sealed 1.2374 (band edge); beta-buyback arm qb6_b1e2 launched (RESULT 3...Yuren Hao
2026-07-16RESULT 33: triple verdict — A/B neutral at 72M, dose-response monotone thru...Yuren Hao
2026-07-16Deck finalized: both verdicts sealed (C512 zero-gap, 72M gap 0.043), decoupli...Yuren Hao
2026-07-16RESULT 32: crown resealed — fw72m_cent 3.3318 vs BP 3.2884 (gap 0.043, 10x ...Yuren Hao
2026-07-16--beta_ride ceiling-riding governor (two-sided bcap: climb in calm, attack ne...Yuren Hao
2026-07-16RESULT 31: decoupling — tail win is 101% beta, centered CE-neutral at 42M t...Yuren Hao
2026-07-16RESULT 30: quantization Delta-vs-Delta — zero-tax at 8-bit operating point ...Yuren Hao
2026-07-16RESULT 29: qcomp8 tax-free (+0.0018) = T64 8-bit compute green light; --centm...Yuren Hao
2026-07-16RESULT 28 caveat: fp32-EP control insufficient — BP mirror is the decision ...Yuren Hao
2026-07-16Stage-0 BP mirror arms: qup/qcomp flags in casc_bp_train; bp_qctl + 6 quant a...Yuren Hao
2026-07-16RESULT 28: Stage-0 gate #1 verdict (naked resident cells need >=10-12b; T64 w...Yuren Hao
2026-07-16Stage-0 gate #1b: --qcomp_bits (compute on DAC-grid weights, fp32 master = T6...Yuren Hao
2026-07-15T64 procurement sheet: Taobao AD7528JN @ ¥3/pc (user-verified) — MDAC line...Yuren Hao
2026-07-15Stage-0 gate #1: --qup_bits (absolute-grid stochastic-rounding weight quantiz...Yuren Hao
2026-07-15RESULT 27: K-saturation across training stages — K3=K8 at s5k/50k/100k; fix...Yuren Hao
2026-07-15ERRATUM RESULT 21: original best 3.7117 was @104.8k not @185k — 90k-step wa...Yuren Hao
2026-07-15RESULT 26: C512 ZERO-GAP SEALED — stage1b_cent 1.2334 vs BP 1.2311 (+0.0023...Yuren Hao
2026-07-15External notes: sliding-mode clamping (Stage-0 injection rule), saturated-uni...Yuren Hao
2026-07-15assets/: organize into decks|figs|hw|refs|misc; scripts + gitignore repointedYuren Hao
2026-07-15Alexi primer deck: 10 slides (arch op-by-op, EP phases, schedule/parallelism,...Yuren Hao
2026-07-15centfast (doubled-batch +/-beta centered, cos 1.000000000 vs sequential, DDP-...Yuren Hao
2026-07-15RESULT 25: bias decomposition probe — 100% between-block transmission (TRAN...Yuren Hao
2026-07-15RESULT 23 verdict: gap tracks FIT DEPTH not width — all registered hypothes...Yuren Hao
2026-07-14RESULT 24: fw72m_cent pre-registration (centered crown rerun, bcap-v3 0.9, gr...Yuren Hao
2026-07-14RESULT 22 arms7 verdict (centered@3e-3 wins tail-SNR, momentum refuted) + RES...Yuren Hao
2026-07-14sync: add stage1b_bp_muon (42M BP twin) to TS project + report runsetYuren Hao
2026-07-14sync: negative-cos regex fix, f3e3cont log mapping, SYNC_ID_SUFFIX; full inve...Yuren Hao
2026-07-14RESULT 21: crown sealed — 72.11M x 1.44B tokens fully BP-free (largest to d...Yuren Hao
2026-07-14wandb reorganized: per-regime team projects (ept-tinystories-42m / ept-finewe...Yuren Hao
2026-07-14wandb -> team entity eqprop-llm-training (trainers + full-history replay script)Yuren Hao
2026-07-14bcap v2: absolute-scale gate on rho meter (fixes v1 noise-floor starvation), ...Yuren Hao
2026-07-14RESULT 20: wall-zone verdicts — damping refuted (3 witnesses, monotone spec...Yuren Hao
2026-07-14RESULT 19: wall-2 loop-gain theory, beta window formalism, probe mid-verdicts...Yuren Hao
2026-07-14beta-cap-by-loop-gain controller (--beta_cap_rho): rho^ meter from sweep resi...Yuren Hao
2026-07-14Adaptive relax (--relax_tol): sweep-to-tolerance + rho-triggered geta backtra...Yuren Hao
2026-07-14RESULT 18: wall-2 returns at 72M/FineWeb 195k (drift crossing, beta-stress co...Yuren Hao
2026-07-13Estimator arms machinery: --est centered/richardson (two-pass, O(b^2) bias), ...Yuren Hao
2026-07-13Fix swallowed --wandb_run arg (replace-comment bug); wandb default-on intactYuren Hao
2026-07-13wandb ON by default in both trainers (project ept-cascade); BP twin gains --a...Yuren Hao
2026-07-13TinyEP hostile audit archived: DEAD per own claim class, SURVIVES-DEGRADED re...Yuren Hao
2026-07-13Intercept: Shanbhag draft A superseded — die modes answered NO on published...Yuren Hao
2026-07-13M-scale supply-chain down-select (20-agent): null demolished (UIUC die modes ...Yuren Hao
2026-07-1318-agent adversarial substrate down-select: incumbent CONFIRMED-MODIFIED (-26...Yuren Hao
2026-07-13fw72m crown run launched (NCCL DDP prod), exact resume (opt state), RESULT 17...Yuren Hao
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