Charlie Fuller · AI Operations · October 2026

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HOW IT WORKS

One loop.

Six fixed checks.

A named owner.

Capture interaction + retrieval trace Six checks scope wrong state's rules freshness superseded or expired authority weaker source won contradiction sources disagree fabrication a number we don't have hallucination answered with no source Prevalence rate per failure mode Drift against the previous sweep Finding with a named owner each sweep becomes the next baseline
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