AI x Society | I/O 2026 Keynote
Summary
Google's next-gen AI models are shifting from research to real-world impact: WeatherNext predicted hurricanes 3 days earlier than traditional systems, saving lives; Gemini for Science automates research workflows; and drug discovery is accelerating through molecular simulation at Isomorphic Labs—marking the transition from AI promise to measurable outcomes.
Key Takeaways
- WeatherNext AI predicted Hurricane category 5 intensity 3 days earlier than traditional forecasting systems with greater accuracy, enabling life-saving early evacuations. Real-world AI applications now outperform legacy systems in critical prediction tasks.
- Gemini for Science bundles AI tools to automate research bottlenecks: staying current with published papers, converting research goals to code, and generating hypotheses. Targets the daily friction points limiting scientific productivity.
- Code Mender API automatically identifies and fixes critical software vulnerabilities at scale. Google is beta-testing with select experts before broad launch—positioning AI security tooling as essential infrastructure for enterprises.
- AlphaFold and AlphaGenome are now standard research tools used by millions of scientists globally. Demonstrates the path from cutting-edge AI research to widespread adoption when tools solve specific, high-value problems.
- Isomorphic Labs is in pre-clinical stage with multiple drug candidates using AI-accelerated molecular modeling for immune disorders and cancer. Frames drug discovery as the ultimate test of AI's ability to solve complex, real-world systems.
Related topics
Transcript Excerpt
Today we showed you our next generation models Gemini 3.5 and Omni. New coding capabilities in Antigravity 2.0, agents in Search and Gemini, Spark and so much more. It's great to see Gemini transforming so many Google products used by billions of people every day. All of these advances show the staggering pace of AI progress. It's incredible, even for those of us who have spent our entire lives working on this, AGI is now on the horizon, and it will be the most profound and impactful technology ever invented. If built right, it could propel human progress and flourishing beyond our imaginations. We're in a moment of immense promise, but also enormous responsibility. It's important that we are clear eyed about the potential challenges, and use all the tools at our disposal to ensure the saf…