Insight

Precision Drift Risk

Precision Drift Risk occurs when an AI system stacks unnecessary qualifiers, caveats, softeners, false balance, or unsupported uncertainty in a way that changes the practical meaning of the answer.

The failure pattern

The output sounds careful, but the decision signal weakens. The system does not need to hallucinate. It can hedge, soften, and caveat until the decision disappears.