The GPT Moment for Robotics Is Here

Y Combinator

Topics: AI | Hardware | Robotics | Startups

Physical Intelligence co-founder Kuan Vuong explains how foundation models enable the GPT moment for robotics, controlling any robot for any task.

●	Cross-embodiment training outperforms specialists by 50%, enabling zero-shot tasks that once needed hundreds of hours of data.

●	Cloud-hosted models run real-time via API queries and action chunking, slashing robot hardware costs.

●	Vertical robotics startups succeed by understanding workflows, using cheap hardware, mixed autonomy to break even, then scaling.

"the equation... for starting a robotic business has changed." - Kuan Vuong