In this episode of Hidden Layers, host Ron Green speaks with Dr. Peter Stone, a leading expert in AI and robotics, about the evolution of autonomous systems. They explore multi-agent AI, RoboCup’s ambitious goal of creating robot soccer players that can beat humans by 2050, and the ongoing hardware vs. software challenge in robotics. Dr. Stone shares insights on the power of large language models, the rise of agentic AI, and the importance of balancing neural networks with traditional planning systems. They also discuss AI ethics, alignment, and what the next decade could bring for intelligent agents and general-purpose service robots.