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14 hoursAdd supplementary archive builder and pinned dependenciesHEADmainhaoyuren
30 hoursTrack legacy operator-study row data; extend generated tableshaoyuren
31 hoursAdd cluster bootstrap metrics, supplementary finite-time figure, teacher nest...haoyuren
33 hoursAdd appendix table generator and generated LaTeX fragmentshaoyuren
33 hoursTrack learning-rate and parameter-matched row-level outputshaoyuren
46 hoursRedesign main figure panels and track figure-source CSVshaoyuren
47 hoursAdd AAAI depth experiments and diagnostic figuresYurenHao0426
2026-06-13Add master technical reference; retire unverified e0 headlineYurenHao0426
2026-06-13Add prose style contract for the writing passYurenHao0426
2026-06-09Organize repo and add AAAI-27 writing planYurenHao0426
2026-06-09Add teacher-task test-gap sweep and figureYurenHao0426
2026-06-09Add MNIST real-data validation of e0 theorem and estimatorYurenHao0426
2026-06-09Add AAAI-27 paper scaffoldingYurenHao0426
2026-06-09Record evidence ledger and wrap-up correctionsYurenHao0426
2026-06-09Switch e0 distribution sampler to real FA backwardYurenHao0426
2026-06-09Add closed-form soft-ramp theorem and matched comparisonYurenHao0426
2026-06-07Add complete markdown draftYurenHao0426
2026-06-05Validate exact initial FA erosion distributionYurenHao0426
2026-06-05Test first order FA tangent hierarchyYurenHao0426
2026-06-05Review methods for FA operator dynamicsYurenHao0426
2026-06-05Derive actual FA initial operator momentYurenHao0426
2026-06-05Clarify proof and estimator statusYurenHao0426
2026-06-05Position Song Xu Lafferty related workYurenHao0426
2026-06-05Separate estimator from nonzero cost theoremYurenHao0426
2026-06-05Compare soft erosion theory distributionsYurenHao0426
2026-06-05Add effective capacity literature and gap theory noteYurenHao0426
2026-06-05Clarify soft erosion scaling claimYurenHao0426
2026-06-05Revise capacity theory to soft erosionYurenHao0426
2026-06-05Record dense soft capacity transitionYurenHao0426
2026-06-05Add phase transition trajectory zoom analysisYurenHao0426
2026-06-05Analyze phase transition training timeYurenHao0426
2026-06-05Add contribution roadmap and phase transition plotYurenHao0426
2026-06-05Record systematic low bias analysisYurenHao0426
2026-06-05Plot operator overlap stress panelsYurenHao0426
2026-06-05Stress test early-kernel operator predictorYurenHao0426
2026-06-03Add early-kernel operator predictorYurenHao0426
2026-06-03Check directional predictor across NYurenHao0426
2026-06-03Probe early kernel predictorsYurenHao0426
2026-06-03Add time-varying kernel diagnosticYurenHao0426
2026-06-03Investigate finite-T kernel errorsYurenHao0426
2026-06-02Plan finite-time tangent extensionYurenHao0426
2026-06-02Record T5 local tangent validationYurenHao0426
2026-06-02Record fixed-width capacity probeYurenHao0426
2026-06-02Record short SGD tangent validationYurenHao0426
2026-06-02Replace transition theory with tangent capacityYurenHao0426
2026-06-02Add BP-calibrated transition theoryYurenHao0426
2026-06-02Record 256-trajectory transition analysisYurenHao0426
2026-06-02Expand empirical transition overlaysYurenHao0426
2026-06-02Add smooth capacity transition overlay plotYurenHao0426
2026-06-01Add downstream capacity threshold validationYurenHao0426