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Table of contents What Do We Mean by “Physical AI”? How Do Materials Contribute to Intelligence? What New Sensing Technologies Are Powering Embodiment? Why Is Neuromorphic Computing Relevant for Physical AI? How Are Foundation Policies Changing Robot Learning? How Does Differentiable Physics Enable Co-Design? How Can We Assure Safety in Physical AI? What Benchmarks Are…

Production-grade agents stay or die on information plumbing, controls, and observability—not on mannequin alternative. The doc-to-chat pipeline under maps the concrete layers and why they matter. What is a “doc-to-chat” pipeline? A doc-to-chat pipeline ingests enterprise paperwork, standardizes them, enforces governance, indexes embeddings alongside relational options, and serves retrieval + era behind authenticated APIs with…