LiDAR sensors will drive the next major capital cycle as physical AI and autonomous systems mature, with conservative 40%+ CAGR projected. Hesai is positioned best due to vertical integration and profitability despite China risks, while Ouster's high margins will erode during scaling and RoboSense lacks profitable unit economics.