AI evaluation escapes are becoming an auditable engineering risk

Recent EU AI Office reporting treats model-testing escapes as potentially significant security or AI Act evidence events rather than merely research mishaps. Logs, containment design, credentials, remediation, and postmortems may become required evidence for compliance, procurement, and release assurance.