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2026-08-29docs: record the calibration-budget stress resultYurenHao0426
2026-08-29results: reject calibration-sample explanation at 2048 edgesYurenHao0426
2026-08-29docs: position SDIL against hardware bias correctionYurenHao0426
2026-08-29docs: cite the coupled-learning source protocolYurenHao0426
2026-08-29document confirmed digital scaling evidenceYurenHao0426
2026-08-29results: confirm overclamped 1152-edge CLLNYurenHao0426
2026-08-29figure: confirm CLLN imperfection scalingYurenHao0426
2026-08-29results: confirm 2048-edge CLLN ladderYurenHao0426
2026-08-29docs: correct physical drift evidence boundaryYurenHao0426
2026-08-29analysis: freeze constant-calibration stress comparisonYurenHao0426
2026-08-29protocol: freeze high-budget calibration stress testYurenHao0426
2026-08-29figure: add censored CLLN resource scaling panelYurenHao0426
2026-08-29results: confirm 1152-edge CLLN ladderYurenHao0426
2026-08-29analysis: expose overclamp signal-read costYurenHao0426
2026-08-29analysis: count CLLN cost-to-target scalingYurenHao0426
2026-08-29results: confirm overclamped 512-edge CLLNYurenHao0426
2026-08-29analysis: harden CLLN confirmation provenanceYurenHao0426
2026-08-29analysis: add overclamp scaling confirmation pipelineYurenHao0426
2026-08-29results: confirm overclamped 288-edge CLLNYurenHao0426
2026-08-29figure: promote confirmed nonlinear hardware resultsYurenHao0426
2026-08-29results: confirm nonlinear CLLN hardware robustnessYurenHao0426
2026-08-29results: confirm 512-edge CLLN ladderYurenHao0426
2026-08-29results: confirm overclamped 128-edge CLLNYurenHao0426
2026-08-29results: confirm 288-edge CLLN ladderYurenHao0426
2026-08-29analysis: freeze nonlinear hardware confirmation gateYurenHao0426
2026-08-29exp: add clean overclamp to hardware confirmationYurenHao0426
2026-08-29exp: freeze nonlinear CLLN hardware confirmationYurenHao0426
2026-08-29test: verify large-grid edges affect CLLN outputsYurenHao0426
2026-08-29analysis: compare three CLLN scaling endpointsYurenHao0426
2026-08-29figure: show SDIL transfer across digital learnersYurenHao0426
2026-08-29results: confirm 128-edge CLLN ladderYurenHao0426
2026-08-29results: confirm overclamped 32-edge CLLNYurenHao0426
2026-08-29docs: connect scaling theory and hardware evidenceYurenHao0426
2026-08-29docs: lead with the three-part imperfection storyYurenHao0426
2026-08-29docs: count SDIL neutral reads in scaling costYurenHao0426
2026-08-29figure: consolidate hardware-realistic CLLN evidenceYurenHao0426
2026-08-29analysis: validate the frozen CLLN panelYurenHao0426
2026-08-29results: confirm 32-edge CLLN ladderYurenHao0426
2026-08-29analysis: label frozen CLLN confirmations explicitlyYurenHao0426
2026-08-29theory: connect local bias removal to CLLN scalingYurenHao0426
2026-08-29test: audit CLLN locality and numerical invariantsYurenHao0426
2026-08-29analysis: support sharded CLLN confirmationsYurenHao0426
2026-08-29docs: consolidate three-part evidence storyYurenHao0426
2026-08-29exp: validate SDIL with tuned overclampingYurenHao0426
2026-08-29results: freeze size-matched overclamp selectorYurenHao0426
2026-08-29exp: complete clean overclamp selectorYurenHao0426
2026-08-29analysis: add CLLN scaling pilot figureYurenHao0426
2026-08-29exp: find clean overclamp scale regimeYurenHao0426
2026-08-29exp: extend clean overclamp selector rangeYurenHao0426
2026-08-29exp: add clean overclamp selector pilotYurenHao0426
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