AlphaGo

Turing Award winner Richard Sutton argues that pure generative AI lacks the ability to evaluate its own results, preventing genuine scientific discovery, and that only systems with built-in evaluation loops like AlphaGo can achieve true creativity. This assessment challenges the current paradigm of large language models as tools for scientific research and development.