CAIN-42 claim

C42-E16-CALIBRATION

prediction errors become evidence and a poorly-calibrated model is demoted, never granted authority

Last reviewed 2026-10-01

The claim

prediction errors become evidence and a poorly-calibrated model is demoted, never granted authority

Level is how far the evidence goes: TESTED means a test suite exercised it, LIVE means it was observed on the hosted system. Nothing is claimed beyond its level.

Evidence files

CALIBRATION_RESULTS

From e16 causal world intelligence 2026 09 29 r2.

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