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When Evidence Conflicts, Pause, and Reassess

Explore how to recognize and respond to conflicting information in AI-generated outputs. Learn to pause, reassess, and route issues to appropriate owners to maintain traceability and accountability in decision-making for DoD and federal environments.

The pre-signature go or hold call has already been put in writing, with change notification and exit support spelled out. The next failure is quieter. An AI-drafted operations-support brief reads clean, cites familiar-sounding sources, and looks ready to forward. One key fact conflicts with a trusted reference the team already uses, and the draft offers no traceable citation trail that shows where the claim came from.

This final chapter joins CP-01 through CP-08 into one Final Decision Packet (CP-09) that a supervisor can review and act on. It starts with the habit that protects everything after it: knowing when an output should make you pause.

The artifact is the risk. Once someone forwards that brief, it becomes mission-influencing work product with implied endorsement, even if it ...