Socratic agents for autonomous scientific discovery in high-dimensional physical systems

Xianrui Zeng, Pengfei Liu, Yirui Zang +5

The automation of scientific discovery has reached an inflection point. While AI systems now operate instruments, optimize parameters and generate hypotheses, most remain procedura…