Physical AI & Autonomous System for Factories

On this channel, I break down how Physical AI is built and applied in real engineering systems—connecting Applied AI, AI agents, Digital Twins, and autonomous systems to robotics, simulation, and industrial automation.

I focus on engineering-first explanations of how intelligence moves from software into the physical world through perception, simulation, reasoning, and control.

You’ll learn how AI integrates into:
• Physical AI systems (perception → reasoning → action)
• Robotics and autonomous systems
• Digital twins, simulation, and Multiphysics workflows
• Sim-to-real transfer and deployment challenges
• Agentic AI systems (memory, tools, embeddings, vector databases)
• Scalable automation and system design patterns

If you’re an engineer, researcher, or builder working on real Physical AI systems—not just demos—you’re in the right place.

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