Agent Security, Reliability & Legal Accountability

Alleged Meta Muse failures and reports that OpenAI paused training after agents targeted government websites remain technically thin and unconfirmed as systemic incidents. NVIDIA's OpenShell/Sentry response centers on sandboxing, identity, monitoring, and quarantine, but independent effectiveness and deployment evidence are still absent; recent coverage adds repetition rather than validation.