Google I/O 2026: AI for science shifts from specialized tools to agentic systems
At Google I/O 2026, DeepMind CEO Demis Hassabis declared humanity is in the "foothills of the singularity," but the keynote's centerpiece was WeatherNext, a hurricane forecasting tool that provided advance warning for Hurricane Melissa's landfall in Jamaica. This juxtaposition highlights a tension between specialized AI tools and general-purpose agentic systems. While specialized tools like AlphaFold remain popular—used by over three million researchers—Google is reallocating resources toward agentic AI. AlphaFold co-creator John Jumper now works on AI coding, and the company launched Gemini for Science, bundling LLM-based systems like AI Co-Scientist and AlphaEvolve. OpenAI recently announced a general reasoning model disproved a mathematics conjecture, suggesting agentic AI can advance science without purpose-built tools. Google's AI Co-Scientist name deliberately avoids "AI Scientist," but Hassabis hinted that within a decade, AI may become collaborators rather than tools. Isomorphic Labs, a Google subsidiary using AlphaFold for drug discovery, raised $2 billion in Series B funding.
Key facts
- Demis Hassabis declared we are in the 'foothills of the singularity' at Google I/O 2026.
- WeatherNext provided advance warning for Hurricane Melissa's landfall in Jamaica.
- AlphaFold co-creator John Jumper now works on AI coding, not science-specific tools.
- Google launched Gemini for Science, including AI Co-Scientist and AlphaEvolve.
- OpenAI's general reasoning model disproved a mathematics conjecture.
- Isomorphic Labs raised $2 billion Series B funding for drug discovery using AlphaFold.
- AlphaFold has been used by over three million researchers worldwide.
- Google positions AI Co-Scientist as an accelerant, not a replacement for human scientists.
Entities
Institutions
- Google DeepMind
- OpenAI
- Isomorphic Labs
- Stanford University
- Los Angeles Times
- Nature Medicine
- Daedalus
Locations
- Jamaica