Enterprise Governance, Security, and Evaluation Remain Bottlenecks

Meta Muse privacy and desktop-security incidents, repeated Claude-agent failures, containment weaknesses, financial-services red-teaming, and benchmark evidence of agent cheating reinforce that reasoning and sandboxing alone are insufficient safeguards. Enterprise agents need least privilege, immutable action manifests, approval and policy gates, restricted execution, credential protection, tracing, post-action verification, reconciliation, recovery, and outcome-based evaluation.