STANDARD / THE LAB / 10

Model confidence and drift contracts

Bounded source contracts explored how uncertainty, drift, and provider availability should remain separate from certification and authority.

EARLY BUILDPUBLIC-SAFESTATIC PUBLIC RECORD

IDENTITY / APPROVED MEDIA

A visual first. Then the engineering.

STATUS — IMPLEMENTED / NOT DEPLOYED

GOAL

Prevent uncertainty from silently extending certification or verified claims.

METHOD

Bounded source contracts and recorded dependency-safe regressions.

OBSERVED RESULT

The source checkpoint was verified; production activation and blocked-tier execution are not claimed.

LEARNED

Provider availability, confidence, and action authority are separate.

Evidence reference: E10, E11, E18. Sanitized research description only; no target instructions, private records, or operational procedure.

CURRENT STATUSEARLY BUILD