TSMC as the world's dominant chip foundry benefits from every layer of the physical AI buildout, with its Chairman cited as a fellow believer in humanoid robots as the next major technology wave.
Tesla's Optimus humanoid robot program makes it a primary consumer of the coming memory demand wave, with Elon Musk among the industry leaders converging on physical AI as the next major trend.
Micron's CEO forecasts a multi-decade memory surge from humanoid robots needing 10x more memory than cars, just as Q3 results crushed estimates by 346% YoY.