AI Agent Security After 29 Attempts: Replay Noise, Leaderboard Overfitting, and the Private-Guardrail Reset
Published:
A source-first retrospective on 28 scored submissions, one system error, a public score that never improved after day one, and a hidden guardrail that reset most of the field.
