DATUM · M-EXIT-AI-COST · Macro MigrationMVP
Quality-adjusted AI task-cost 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 IFEquivalent output costs less for individuals or small teams.
WEAKENS IFCompute, review, or error costs erase the saving.
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