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13 daysexperiments: audit calibration cost and isolate timingYurenHao0426
13 daysdocs: remove unsupported synthetic depth guaranteesYurenHao0426
13 daysresults: record failed useful-depth BP screensYurenHao0426
13 daysexperiments: add useful-depth validation screenYurenHao0426
13 daysexperiments: add synthetic validation isolationYurenHao0426
13 daysresults: add endogenous traffic validation pilotsYurenHao0426
13 daysexperiments: add validation-only apical traffic sweepYurenHao0426
13 daysexperiments: isolate frozen validation protocolsYurenHao0426
13 daysfeat: model endogenous mixed apical trafficYurenHao0426
13 daysdocs: predeclare ICLR evidence gatesYurenHao0426
13 daysdocs: report final audited scaling and EP resultsYurenHao0426
13 daysfigures: finalize audited Pareto and scaling claimsYurenHao0426
13 daysresults: complete five-seed canonical depth-2 EPYurenHao0426
14 daysresults: complete five-depth local scaling panelYurenHao0426
14 daysresults: add canonical depth-2 EP seeds 2 and 3YurenHao0426
14 daysresults: complete five-seed shallow EP controlsYurenHao0426
14 daysexperiments: predeclare Pareto and scaling gatesYurenHao0426
14 daysfigures: disclose EP evaluation state initializationYurenHao0426
14 daysfigures: show individual seeds behind tradeoff meansYurenHao0426
14 daysfigures: expose per-source result provenanceYurenHao0426
14 daystest: verify exact EP contrastive updateYurenHao0426
14 daysfigures: export paired scaling statisticsYurenHao0426
14 daysfigures: lock claim-critical training protocolsYurenHao0426
14 daysresults: add canonical depth-2 EP seeds 0 and 1YurenHao0426
2026-07-21figures: generate claim-bounded captionsYurenHao0426
2026-07-21experiments: add fail-fast claim finalizationYurenHao0426
2026-07-21figures: export auditable claim statisticsYurenHao0426
2026-07-21figures: enforce exact seeds and protocolsYurenHao0426
2026-07-21figures: add audited Pareto and scaling plotsYurenHao0426
2026-07-21experiments: complete five-depth scaling panelYurenHao0426
2026-07-21feat: add sequential FA to scaling runnerYurenHao0426
2026-07-21feat: connect compositional scaling tasksYurenHao0426
2026-07-21results: add five-seed shallow EP and depth-2 controlsYurenHao0426
2026-07-21experiments: add exact shallow EP comparison sweepYurenHao0426
2026-07-21experiments: add canonical depth-2 EP comparisonYurenHao0426
2026-07-21docs: report audited baseline comparisonsYurenHao0426
2026-07-21results: record audited scaling and baseline runsYurenHao0426
2026-07-21analysis: include exact EP architecture matchYurenHao0426
2026-07-21feat: add parameter-matched EP comparisonYurenHao0426
2026-07-21feat: aggregate audited multi-seed resultsYurenHao0426
2026-07-21fix: match published baseline protocolsYurenHao0426
2026-07-21feat: add feedback-alignment depth sweepYurenHao0426
2026-07-21feat: add paper-faithful local learning baselinesYurenHao0426
2026-07-21feat: add magnitude-matched raw apical controlYurenHao0426
2026-07-21results: record corrected scaling and residualization pilotsYurenHao0426
2026-07-21fix: report the configured teaching-signal alignmentYurenHao0426
2026-07-21perf: batch simultaneous perturbation directionsYurenHao0426
2026-07-21feat: multiplex causal probes across hidden layersYurenHao0426
2026-07-21fix: calibrate feedback on the pre-update stateYurenHao0426
2026-07-21feat: add per-neuron nuisance ablation sweepYurenHao0426
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