Tag: governance

All the articles with the tag "governance".

• 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.

• The permission model was built for people holding jobs

  7 Jul, 2026·52 min read

  An HCM grants permissions to people holding jobs, and an agent is neither. Least privilege with no native expression, and the primitive that just shipped.

• Nobody owns the join between two agent platforms

  23 Jun, 2026·40 min read

  Four vendor agent platforms in one mesh, each sound alone. The seven joins that failed, starting with three catalogs where the loosest one decides.

• 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.

• Text-to-SQL that can't leak data it shouldn't

  18 Mar, 2025·25 min read

  The seam between what a model may see and what it may run, enforced by different systems owned by different teams, and the error message as a leak channel.