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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
2026-07-15RESULT 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
2026-07-14RESULT 21: crown sealed — 72.11M x 1.44B tokens fully BP-free (largest to d...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
2026-07-14RESULT 18: wall-2 returns at 72M/FineWeb 195k (drift crossing, beta-stress co...Yuren Hao
2026-07-13fw72m crown run launched (NCCL DDP prod), exact resume (opt state), RESULT 17...Yuren Hao
2026-07-13RESULT 16: FineWeb-Edu pipeline live + smoke passed (CE 10.5->5.8, cos 0.9995...Yuren Hao
2026-07-12stage1b_amp epoch confirm SEALED: 1.2868 vs fp32 1.2808, zero guards, 1.56x heldYuren Hao
2026-07-12RESULT 15 (amp lossless 1.56x) + COST_MODEL v2.1 (sourced July-2026 prices, E...Yuren Hao
2026-07-12E-tier wave-1 ledger (RESULT 14 + HW map rows) + cost model v2 recalibrated o...Yuren Hao
2026-07-12RESULT 13: bsign neutral at 4k (1.7382 vs 1.7314); 42M gap-chasing closed at ...Yuren Hao
2026-07-11RESULT 12: f3e3cont negative (1.2883 vs 1.2808) — residual gap not beta-lif...Yuren Hao
2026-07-11STANDING: looped line abandoned (user directive) — cascade-only default; lo...Yuren Hao
2026-07-11RESULT 11: stage1b sealed (gap 0.050); beta ceiling unfound (3e-3 -> cos 0.99...Yuren Hao
2026-07-10Queue: double-sided nudge after stage1b (0.22 = differential-measurement SNR ...Yuren Hao
2026-07-10RESULT 10: epoch endpoints (BP 1.2509/1.2750 vs EP 1.4802, +0.22 erosion cost...Yuren Hao
2026-07-10cos<0.96: flagship stays as control; bf1e3 continuation from s40000 queued on...Yuren Hao
2026-07-10Sustained dose-response sealed (3e-4/5e-4/1e-3 -> 0.975/0.983/0.990); ship --...Yuren Hao
2026-07-10RESULT 8 sealed (Muon 3v3: BP 1.7098 / EP 1.7314); beta-floor dose-response @...Yuren Hao
2026-07-10Watch: late-epoch cos erosion = intrinsic late-training SNR decline; let it r...Yuren Hao
2026-07-10RESULT 8 final: Muon generic (+0.13 both columns; BP+Muon 1.7020 vs EP+Muon 1...Yuren Hao
2026-07-10RESULT 9: wall-2 ELIMINATED by OLMo2 arch — epoch cleared 10-14k with zero ...Yuren Hao
2026-07-10RESULT 8 prelim: Muon+beta_floor on EP = 1.7316 (-0.098 vs AdamW, n=1, zero s...Yuren Hao
2026-07-10RESULT 7: OLMo2 parity PASS (BP 1.8335 vs EP 1.8643, gap +0.031 within metric...Yuren Hao
2026-07-10RESULT 6 addendum: K8 also blew at 12600 -> wall-2 is true contractivity cros...Yuren Hao
2026-07-10RESULT 6: wall-2 = EP-specific marginal under-convergence at the contractivit...Yuren Hao
2026-07-10AUDIT: retract confounded Muon verdict; tone down parity claims (n=3, best-of...Yuren Hao
2026-07-10Stage-1 epoch blowup @12100: sig story REFUTED (only +8%, cos fine till after...Yuren Hao
2026-07-10RESULT 4: QK-norm validated parity-preserving (EP 1.8868 <= BP 1.9066); qk_no...Yuren Hao
2026-07-10QK-norm: replace nn.MHA with explicit SDPA attn + --qk_norm (OLMo2-style, ana...Yuren Hao
2026-07-10RESULT 3: K4 depth-parity SEALED EP-favorable (EP 1.8907 <= BP 1.9192 @ L12xC...Yuren Hao
2026-07-10CORRECTION: D1a did not die (misread mangled proc scan); originals completed ...Yuren Hao
2026-07-10RESULT 2: beta-floor confirmed as L12 depth fix (3e-4 holds cos=1.0 vs contro...Yuren Hao
2026-07-10K refuted as L12 lever (cos K-invariant K3==K8); BP 3-seed sealed 1.919; mech...Yuren Hao
2026-07-09D1a autopsy + K-ladder diagnostic: parent-death (not nohup'd) killed 4 arms; ...Yuren Hao
2026-07-09notes refresh: plan status stamp (K1-K3 sealed, D-tier in flight), ONBOARDING...Yuren Hao
2026-07-09FINDINGS: 2026-07-11 consolidated hardening entryYuren Hao
2026-07-09FINDINGS: K3 sealed — matched-tuning parity n=3 (EP 2.0500+-0.015 vs BP 2.0...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: 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
2026-07-07FLAGSHIP: warm_fast 1.7065 final — beats tuned BP anchor by 0.086, param-ma...Yuren Hao
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