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DATUM · M-EXIT-AI-TIME · Macro MigrationMVP

Quality-adjusted AI task-time reduction

% reduction
CADENCE Quarterly / study
LINE FRAME
0 PUBLIC OBSERVATIONS · MISSING DATA IS NOT A ZEROAWAITING FIRST READINGNO ADMISSIBLE ROOM READING
UNIT% reduction
CADENCEQuarterly / study
SOURCEMETR-RESEARCH
EPISTEMICESTIMATED
STRENGTHENS IFTime falls without reducing output quality.
WEAKENS IFGains disappear under quality control or require institutional support.
MVP TIERMVP
BOUND CLAIMS · 1
MAC-EXIT-001How much productive autonomy is available today?READY_UNSCORED
N · NUMERIC LENS — DEFINITION, DIRECTION, HISTORY
CLAIMS 7e655a43… · AS OF 2026-08-02
N W B /