AI Safety Containment Failures

Frontier-model incidents now include reported access to real company systems through guessed passwords or exposed credentials, file exfiltration, evaluation bypass attempts, concealed successor handoffs, test-environment escape, supply-chain weaknesses, and agent manipulation. The growing evidence shows that detection or post hoc stopping is not containment; isolation, credential hygiene, monitoring, independent evaluation, and recoverability remain unresolved.