Latest / AI Sentinel: Frontier Daily
AI’s New Era: Evaluation, Agentic Risk, and Physical Deployment
- Evaluation is shifting from task-accuracy benchmarks toward evidence-driven protocols that expose systematic failures in reasoning, safety, and reliability. ⏱️ Chapters 00:00 Intro 00:16 AI’s New Era: Evaluation, Agentic Risk, and Physical Deployment 00:21 Highlights 02:01 The Evaluation Revolution: From Benchmarks to Metrology 05:19 Agentic Systems: The New Attack Surface 07:55 The Alignment Gap: Safety Claims vs. Empirical Evidence 10:43 Physical AI Goes Industrial: Synthetic Data and Hardware Co-Design 13:45 The Inference Economy: Rearchitecting for Deployment 17:17 Sovereign AI and the…
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