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From Capability to Deployment: AI Progress Meets Structural Safety and Capital Limits
- Embodied robotics research is shifting from isolated skill demonstrations to systems-level deployment challenges such as body awareness, sim-to-real transfer, and retail-environment robustness. ⏱️ Chapters 00:00 From Capability to Deployment: AI Progress Meets Structural Safety and Capital Limits 00:05 Highlights 02:14 Embodied AI's Frontier Shifts from Capability Demos to Deployment-Readiness Gaps 05:31 LLM Security Research Is Uncovering Structural Vulnerabilities Beneath the Prompt Layer 09:12 Physics-Informed ML Is Maturing from Proof-of-Concept to Guaranteed-Constraint Methods 12:38…
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