Articles

Analysis, commentary, and governance briefings.

Pattern Spotlight: Inference Over Execution

John McCormick · March 8, 2026

BP-001 — Inference Over Execution — is the AI agent failure mode that looks like success. The agent produces output that appears complete and correct. The gap is invisible to standard monitoring, outside the scope of most security frameworks, and structurally difficult to catch through compliance audit.