Part 12/14:
Huang’s vision ultimately converges on a future where AI understands and interacts with the physical world—not just in digital environments but through autonomous vehicles, humanoid robots, smart factories, and more. The coherence of hardware (GPUs, robots) and software (AI models, digital twins) heralds an era of physical AI—self-learning, adapting, and operating safely in real-world settings.