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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
2026-04-03Add cross-method hidden state distance vs BPYurenHao0426
2026-04-03Update all EP results with sign-corrected creditYurenHao0426
2026-04-03Fix EP credit sign in cnn_baseline.pyYurenHao0426
2026-04-02Recompute EP CIFAR d=256 diagnostics with sign fixYurenHao0426
2026-04-02Fix EP credit sign: negate (h_nudge - h_free)/β to align with BP grad directionYurenHao0426
2026-04-02Add EP synthetic results: 15 JSONs (3α × 5 seeds)YurenHao0426
2026-04-02Add --d_hidden arg to ep_baseline.py for d=512 supportYurenHao0426
2026-04-02Fix ep_synthetic: bp dict needs L+1 entries for EP credit comparisonYurenHao0426
2026-04-02Add EP synthetic ladder scriptYurenHao0426
2026-04-02Add CNN SB+CB results (5 seeds each), update summary CSVYurenHao0426
2026-04-02Fix CNN state bridge: use custom CNNStateBridge for variable input dimsYurenHao0426