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2026-07-22results: retain failed FashionMNIST C1 recoveryYurenHao0426
2026-07-22experiments: freeze FashionMNIST C1 recoveryYurenHao0426
2026-07-22results: record frozen C1 near-missYurenHao0426
2026-07-22results: confirm mixed-traffic innovation across seedsYurenHao0426
2026-07-22experiments: freeze mixed-traffic innovation confirmationYurenHao0426
2026-07-22experiments: isolate final diagnostics from held-out dataYurenHao0426
2026-07-22results: mark amortized calibration gate passedYurenHao0426
2026-07-22results: confirm low-query calibration across seedsYurenHao0426
2026-07-22experiments: freeze five-seed low-query confirmationYurenHao0426
2026-07-22experiments: log peak memory and total training workYurenHao0426
2026-07-22results: freeze single-direction calibrationYurenHao0426
2026-07-22results: identify 16x lower-query calibrationYurenHao0426
2026-07-22experiments: predeclare low-query calibration screenYurenHao0426
2026-07-22experiments: isolate apical traffic seedsYurenHao0426
2026-07-22results: freeze predictor timescale choiceYurenHao0426
2026-07-22docs: correct SDIL novelty boundaryYurenHao0426
2026-07-22results: map neutral predictor timescalesYurenHao0426
2026-07-22experiments: sweep neutral predictor timescalesYurenHao0426
2026-07-22experiments: audit calibration cost and isolate timingYurenHao0426
2026-07-22docs: remove unsupported synthetic depth guaranteesYurenHao0426
2026-07-22results: record failed useful-depth BP screensYurenHao0426
2026-07-22experiments: add useful-depth validation screenYurenHao0426
2026-07-22experiments: add synthetic validation isolationYurenHao0426
2026-07-22results: add endogenous traffic validation pilotsYurenHao0426
2026-07-22experiments: add validation-only apical traffic sweepYurenHao0426
2026-07-22experiments: isolate frozen validation protocolsYurenHao0426
2026-07-22feat: model endogenous mixed apical trafficYurenHao0426
2026-07-22docs: predeclare ICLR evidence gatesYurenHao0426
2026-07-22docs: report final audited scaling and EP resultsYurenHao0426
2026-07-22figures: finalize audited Pareto and scaling claimsYurenHao0426
2026-07-22results: complete five-seed canonical depth-2 EPYurenHao0426
2026-07-21results: complete five-depth local scaling panelYurenHao0426
2026-07-21results: add canonical depth-2 EP seeds 2 and 3YurenHao0426
2026-07-21results: complete five-seed shallow EP controlsYurenHao0426
2026-07-21experiments: predeclare Pareto and scaling gatesYurenHao0426
2026-07-21figures: disclose EP evaluation state initializationYurenHao0426
2026-07-21figures: show individual seeds behind tradeoff meansYurenHao0426
2026-07-21figures: expose per-source result provenanceYurenHao0426
2026-07-21test: verify exact EP contrastive updateYurenHao0426
2026-07-21figures: export paired scaling statisticsYurenHao0426
2026-07-21figures: lock claim-critical training protocolsYurenHao0426
2026-07-21results: 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
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