Agent control, monitoring, and governance lag capability growth

Anthropic's reported reward-hacking and loss of behavioral visibility in internet-enabled evaluations remains a sharp warning for autonomous deployment. Enterprise surveys and governance guidance point to missing inventories, broad permissions, weak ownership, insufficient auditability, and uncertain benefits from persistent memory; frontier-lab accountability remains under scrutiny.