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2026-08-06docs: record Rain EP bias evidenceYurenHao0426
2026-08-06results: validate beta-independent Rain biasYurenHao0426
2026-08-06feat: audit fixed-negative Rain EPYurenHao0426
2026-08-06feat: make Rain hardware bias beta-independentYurenHao0426
2026-08-06results: reject unmatched random-beta screenYurenHao0426
2026-08-06feat: add Rain random-sign beta baselineYurenHao0426
2026-08-06results: audit Rain EP bias confirmationYurenHao0426
2026-08-06experiment: freeze Rain EP bias confirmationYurenHao0426
2026-08-06feat: record Rain run provenanceYurenHao0426
2026-08-06feat: add fixed Rain validation holdoutYurenHao0426
2026-08-06results: validate Rain layer-state mechanismYurenHao0426
2026-08-06docs: audit Rain layer observation costsYurenHao0426
2026-08-06feat: add BP-free Rain layer-state adapterYurenHao0426
2026-08-06results: close Rain parameter-bias screenYurenHao0426
2026-08-06feat: add per-cell batched local predictorYurenHao0426
2026-08-06fix: mark Rain determinism as best effortYurenHao0426
2026-08-06feat: support frozen Rain neutral predictorsYurenHao0426
2026-08-06feat: audit finite deterministic Rain runsYurenHao0426
2026-08-06feat: report Rain bias-to-signal ratiosYurenHao0426
2026-08-06feat: add counted Rain neutral calibrationYurenHao0426
2026-08-06docs: record Dual Prop bias confirmationYurenHao0426
2026-08-06results: confirm Dual Prop bias correctionYurenHao0426
2026-08-06fix: avoid tensorboard dependency in Rain endpointYurenHao0426
2026-08-06feat: add Rain EP structured-bias endpointYurenHao0426
2026-08-06feat: integrate local debiaser with Rain EPYurenHao0426
2026-08-06feat: add shared no-grad two-state debiaserYurenHao0426
2026-08-06results: test SDIL on measured physical surrogateYurenHao0426
2026-08-06feat: add BP-free physical coupled-learning adapterYurenHao0426
2026-08-06results: identify state-dependent physical driftYurenHao0426
2026-08-06docs: position SDIL as debiasing plug-inYurenHao0426
2026-08-06docs: define ICLR 2027 structured-bias roadmapYurenHao0426
2026-08-06protocol: require BP-free hardware-local debiasingYurenHao0426
2026-08-06results: reproduce physical structured-bias scalingYurenHao0426
2026-08-06research: pivot to two-state structured-bias programYurenHao0426
2026-08-06docs: reassess structured-bias paper caseYurenHao0426
2026-08-06results: close stagewise no-KP feedback screenYurenHao0426
2026-08-06experiment: freeze stagewise causal capture runnerYurenHao0426
2026-08-06experiment: implement causally whitened feedback fitsYurenHao0426
2026-08-06protocol: freeze stagewise whitened causal feedbackYurenHao0426
2026-08-06results: close no-KP causal bootstrap screenYurenHao0426
2026-08-06experiment: freeze no-KP causal capture runnerYurenHao0426
2026-08-06experiment: implement layerwise causal feedback bootstrapYurenHao0426
2026-08-06protocol: freeze no-KP layerwise causal bootstrapYurenHao0426
2026-08-06results: close shared-feedback feasibility screenYurenHao0426
2026-08-06experiment: implement shared-feedback feasibility gateYurenHao0426
2026-08-06protocol: freeze endogenous shared-feedback screenYurenHao0426
2026-08-06experiment: freeze same-path bias confirmationYurenHao0426
2026-08-06results: audit Dual Prop state-bias screenYurenHao0426
2026-08-06results: record contrastive bias mechanics gateYurenHao0426
2026-08-06docs: add one-page SDIL summaryYurenHao0426