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As Agent Evaluation Matures, Safety and Governance Lag Capability Gains
- Agent evaluation is shifting from surface-level output correctness toward verifying backend state and security properties, recognizing that superficial metrics mask consequential failures. ⏱️ Chapters 00:00 Intro 00:16 As Agent Evaluation Matures, Safety and Governance Lag Capability Gains 00:21 Highlights 01:45 Agent Evaluation Matures Beyond Surface Metrics 04:42 World Models Grapple with Causal Fidelity and Continual Adaptation 07:42 Frontier Model Access Narrows While Open-Source Tooling Expands 10:21 Safety Culture and Governance Capacity Lag Behind Capability Deployment 13:25 Cloud…
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