Google I/O showed how the path for AI-driven science is shifting

Google I/O keynote highlighted tension between two AI approaches for science: specialized tools like WeatherNext for specific problems versus autonomous AI agents that could conduct research independently. While Google continues developing specialized AI tools like AlphaFold that are widely used by researchers, the company is moving toward agentic LLM-based systems that could eventually perform cutting-edge science without human involvement.