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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
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
2026-07-09HW: cascade re-pricing under the reuse doctrine — depth becomes a memory li...Yuren Hao
2026-07-09HW economics retraction: doctrine currency restored (COTS-stitch + FPGA + UIU...Yuren Hao
2026-07-09HW BoM correction: Lion/SGD ruled out for EP training (empirical, abl_lion2 b...Yuren Hao
2026-07-09HW: optimizer BoM audit per cascade block — Adam analog-compatible via fact...Yuren Hao
2026-07-09FINDINGS: K3 sealed — matched-tuning parity n=3 (EP 2.0500+-0.015 vs BP 2.0...Yuren Hao
2026-07-09HW dossier: analog softmax/attention (12 verified claims) — Elfadel-Wyatt 1...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
2026-07-07Wall-3 theorem addendum: arXiv:2603.26969 (PAR) hardens the J^T obstruction; ...Yuren Hao
2026-07-04FINDINGS: magic-s2000 mechanism entry (stability-dip audit)Yuren Hao
2026-07-03omega/norm-family refuted as stability signal; fingerprint story retracted; e...Yuren Hao
2026-07-03Initial commit: ept — backprop-free equilibrium transformer (EP)Yuren Hao