Physical Intelligence, a hot robotics startup, says its new robot brain can figure out tasks it was never taught

Physical Intelligence released π0.7, a robot AI model demonstrating compositional generalization—combining learned skills to solve novel tasks. The model performs tasks it was never explicitly trained on, suggesting robotics AI may be approaching an LLM-like inflection point where capabilities compound unpredictably. The work advances toward a general-purpose robot brain.