Tag: regulated-ai

All the articles with the tag "regulated-ai".

• A confidence score is not a reason

  21 Jul, 2026·45 min read

  An extraction confidence is not an adverse-action reason. Document Intelligence returns two scores, and the gate reads the wrong one.

• Validating a system that never returns the same answer twice

  5 May, 2026·27 min read

  Validating a system that never returns the same answer twice: what qualification becomes when the output is distributional, and where sampling breaks.

• The guarantee is marginal and the audit is not

  14 Apr, 2026·47 min read

  A conformal coverage guarantee is marginal, not conditional, so it can hold overall and fail on exactly the subgroup your fairness audit is about.