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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
2026-07-16RESULT 28: Stage-0 gate #1 verdict (naked resident cells need >=10-12b; T64 w...Yuren Hao
2026-07-15T64 procurement sheet: Taobao AD7528JN @ ¥3/pc (user-verified) — MDAC line...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
2026-07-15RESULT 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
2026-07-13TinyEP 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2026-07-13Intercept: Shanbhag draft A superseded — die modes answered NO on published...Yuren Hao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
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
2026-07-12Outreach signature resolved: name only, no titleYuren Hao
2026-07-12Hardware outreach v2: gate lifted, clockless-MVP story, Dillavou wave-1, brie...Yuren 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
2026-07-11Their VGG10 = 62.7M (computed from Table 6) > our 42.75M: largest-today is th...Yuren Hao
2026-07-11CLAIM RESCOPE: Kerjan-Hoier-Scellier PCN-ImageNet (their Eq.10 == our cascade...Yuren Hao
2026-07-11RESULT 11: stage1b sealed (gap 0.050); beta ceiling unfound (3e-3 -> cos 0.99...Yuren Hao
2026-07-11Component->analog-hardware map: full stack (forward path A.1-10, training mac...Yuren Hao
2026-07-11Claim-verification dossier: largest-NN-without-BP — competitor autopsy (opt...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
2026-07-10HW dossier: OLMo2-standard block analog audit (net win; no new non-reciprocit...Yuren Hao
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