AI for science needs reasoning, not just data

This article argues that while AI models like AlphaFold have achieved breakthroughs in science, the future of scientific discovery lies in AI agents that can reason rather than just process data. It suggests that the conditions for AlphaFold-style successes are rare and that a more flexible, agent-based approach is necessary for broader scientific advancement.