JULGI KANG

Pre-Execution Restriction for Agentic AI: Realized versus Structural Admissibility

ML and agentic-AI evaluation certify systems on outcome metrics—accuracy, calibration, task completion—and treat them as evidence of reliable computation. We argue this rests on a substitution: outcome agreement standing in for computational admissibility, the condition that ever...