Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control
The episode discusses the paper "Self-Evolving Scientific Agent Designs Physically Reasoned White-Box Fluid Control." Hosts discuss how these agents systematically explore complex fluid control design spaces, synthesizing physical principles like viscosity and pressure gradients. The breakthrough involves an agent that learns from failures to improve its ability to solve similar problems, suggesting a blueprint for general physical system optimization.