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2026-04-08Round 29: fill in §4 Failure Mode 2 prose (3 paragraphs) via codexYurenHao0426
2026-04-08Round 28: fill in §3 Failure Mode 1 prose (4 paragraphs) via codexYurenHao0426
2026-04-08Round 27: fill in §2 Audit prose (4 paragraphs) via codexYurenHao0426
2026-04-08Round 26: fill in §1 Introduction prose (3 paragraphs) via codexYurenHao0426
2026-04-08Fill in tables 1-3 + generate figures 2/4/5 from existing dataYurenHao0426
2026-04-08v2 skeleton from round 25: section structure now matches round 23YurenHao0426
2026-04-08Archive failed v1 draft as v1_rejected.tex; remove main.tex/main.pdfYurenHao0426
2026-04-08Compile paper PDF + fix bibstyle for tectonicYurenHao0426
2026-04-08Paper main.tex: add §5.4 λ sweep dissociation tableYurenHao0426
2026-04-08λ sweep on penalty strength: lam ∈ {1e-4, 1e-2, 1e-1} cos + rho resultsYurenHao0426
2026-04-08First draft of NeurIPS 2026 E&D paperYurenHao0426
2026-04-08Add perturbation correlation metric calibrationYurenHao0426
2026-04-08PAPER_OUTLINE: add 6th validation (perturbation correlation triangulation)YurenHao0426
2026-04-08Extend perturbation audit to vanilla early-epoch checkpointsYurenHao0426
2026-04-08EVIDENCE_SUMMARY: add 6th validation (perturbation correlation triangulation)YurenHao0426
2026-04-08Add perturbation correlation audit (round 19's recommended alt metric)YurenHao0426
2026-04-08EVIDENCE_SUMMARY: §4 fully rewritten under locked two-distinct-modes framingYurenHao0426
2026-04-08PAPER_OUTLINE: round 20 language tightening + 5 validation summaryYurenHao0426
2026-04-08Multi-seed vanilla DFA early-epoch cos: lock-in for round 19 disambiguationYurenHao0426
2026-04-08BP+penalty control result: mode 2 (intrinsic credit quality) confirmed REALYurenHao0426
2026-04-08Add BP+penalty control (round 19's #4 critical experiment)YurenHao0426
2026-04-08PAPER_OUTLINE: §4 rewrite under 'two distinct failure modes' framingYurenHao0426
2026-04-083-seed multi-seed verification of penalized DFA deep cos = +0.17YurenHao0426
2026-04-08DISAMBIGUATION: vanilla DFA early-epoch checkpoints + cos measurementYurenHao0426
2026-04-08Add vanilla DFA early-epoch checkpoint training (round 19 disambiguation)YurenHao0426
2026-04-08Add null calibration script: training-Bs vs fresh-Bs cos on penalized DFAYurenHao0426
2026-04-08MAJOR: penalized DFA deep-layer cosine is +0.17, NOT zeroYurenHao0426
2026-04-08Add PAPER_OUTLINE.md: §1-§6 draft reflecting round 17 + 18YurenHao0426
2026-04-08Add penalty lambda 3-seed summary script + checkpoint save in penalty testYurenHao0426
2026-04-08Add penalty λ sweep figure: shows λ-dependence of (d) verdictYurenHao0426
2026-04-08EVIDENCE_SUMMARY: add (d) threshold sensitivity finding (round 18)YurenHao0426
2026-04-07Add (d) frozen-baseline threshold sensitivity — IMPORTANT new findingYurenHao0426
2026-04-07CHECKLIST pitfall #6: layer-0 dominance is ResMLP-specific, not universalYurenHao0426
2026-04-07EVIDENCE_SUMMARY: round 18 language softening on CNN + penalty auditYurenHao0426
2026-04-07CHECKLIST: add pitfall #6.5 — silent self-cosine fallback when aux nets not...YurenHao0426
2026-04-07EVIDENCE_SUMMARY: add §3.7 CNN cross-architecture audit resultsYurenHao0426
2026-04-07Add CNN third-architecture audit: BN, no terminal LNYurenHao0426
2026-04-07Add minimal worked example: end-to-end protocol usage tutorialYurenHao0426
2026-04-07Add §4 penalty rescue figure: visual two-failure-modes storyYurenHao0426
2026-04-07EVIDENCE_SUMMARY: add §3.5 sensitivity, §3.6 cross-width, §4 separability,...YurenHao0426
2026-04-07Add §2/§3 hero figure: 5-method audit horizontal bar chartYurenHao0426
2026-04-07Add d=512 ResMLP audit table (3 seeds): cross-width validationYurenHao0426
2026-04-07Add fast direction-quality measurement on existing DFA checkpointsYurenHao0426
2026-04-07Partial protocol audit on penalized DFA: (a)+(b) pass, (d) still firesYurenHao0426
2026-04-07Add EVIDENCE_SUMMARY.md: consolidated snapshot of all protocol evidenceYurenHao0426
2026-04-07Add §3 cross-architecture temporal evolution figureYurenHao0426
2026-04-07Add threshold sensitivity analysis: (a) 63x gap, (b) 24338x gapYurenHao0426
2026-04-07Add ViT-Mini DFA training script that saves checkpoint + BsYurenHao0426
2026-04-07Add reproducers for pitfalls 4-6 (Bs reproducibility, aggregation, layer-0)YurenHao0426
2026-04-07Add training-monitor early-stop demo: 96% compute savings on DFAYurenHao0426
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