AI Capability Claims Face Verifiable Constraints as Agent Economics Outrun Oversight

AI Sentinel: Frontier Daily · Sep 23, 2026 · 28m · transcript

- Agent safety is shifting from input filtering to lifecycle admission control, where the credible unit of protection is runtime admission, trajectory auditing, and persistent-state management because attacks and self-modification risks operate across time and components. ⏱️ Chapters 00:00 Intro 00:16 AI Capability Claims Face Verifiable Constraints as Agent Economics Outrun Oversight 00:21 Highlights 02:27 Agent Security Is Shifting from Input Filtering to Lifecycle Admission Control 05:54 World-Action and VLA Progress Is Bottlenecked by Action and State Representation 08:40 Cost-Efficiency…