When Agent Metrics Measure Different Things: An Evidence-Grounded Audit of the Praxa AI Pipeline

Stefan G. Creadore, Peyton Woakz

Agent evaluations can be numerically correct while measuring a different construct from the one implied by their labels. We present a retrospective measurement audit of selected Pr…