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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
2026-04-07Cross-architecture temporal validation: 3 archs x 3 seeds x 2 methodsYurenHao0426
2026-04-07Protocol diagnostic (a): use max per-block growth, not max/min ratioYurenHao0426
2026-04-07Add reproducers for pitfalls 1-3 in CHECKLIST.mdYurenHao0426
2026-04-07Temporal evolution 3-seed: protocol fires at DFA epoch 3-4 on all seedsYurenHao0426
2026-04-07Add temporal diagnostic evolution: protocol fires at epoch 4 of DFAYurenHao0426
2026-04-07Add random-init sanity check: protocol does not flag untrained networksYurenHao0426
2026-04-07Audit table extension to 3 seeds (s42/s123/s456)YurenHao0426
2026-04-07Add protocol decision-utility ablation tableYurenHao0426
2026-04-07Add DFA direction-quality direct test (codex round 13 option c)YurenHao0426
2026-04-07Add audit table example: protocol applied to BP/DFA/SB/CB/EPYurenHao0426
2026-04-07Add FA diagnostic protocol reference implementationYurenHao0426
2026-04-03Add 5 extra seeds to synthetic cross-state distance (now 10 seeds for all met...YurenHao0426
2026-04-03Recompute all CNN diagnostics with fixed BP gradient flowYurenHao0426
2026-04-03Fix CNN compute_bp_grads: remove inter-layer detach so gradients flow to all ...YurenHao0426
2026-04-03Complete EP data: 10-seed synthetic + 6-seed CIFAR persample + cross-stateYurenHao0426
2026-04-03EP synthetic 10 seeds complete: 30 JSONs + 30 checkpoints + cross-state distanceYurenHao0426
2026-04-03Add checkpoint saving to ep_synthetic.pyYurenHao0426
2026-04-03Add EP cross-state distance for CIFAR + verify CNN summaryYurenHao0426
2026-04-03Add EP synthetic per-seed CSV + synthetic cross-state distanceYurenHao0426
2026-04-03Add EP to BP gradient sparsity analysisYurenHao0426
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