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DeepMind Fuels DOE Labs with Gemini AI to Accelerate Discovery

Google DeepMind Blog •
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Google DeepMind partners with the U.S. Department of Energy to back the White House’s Genesis Mission, a national effort to accelerate scientific research through AI. The collaboration will give 17 DOE National Laboratories early access to DeepMind’s frontier models, including the Gemini‑based AI co‑scientist, aimed at speeding hypothesis generation and experimentation.

The AI co‑scientist, built on Gemini and trained on TPUs, already proposed drug‑repurposing candidates for liver fibrosis validated in the lab and predicted antimicrobial resistance mechanisms before publication. Early trials in physics, chemistry and computer science hint that the tool can cut discovery timelines from years to days.

In 2026, DeepMind will expand access to AlphaEvolve, a Gemini‑powered coding agent, AlphaGenome for DNA analysis, and WeatherNext for advanced forecasting. These tools, alongside Gemini 3’s multimodal reasoning, will integrate with DOE’s national labs, offering a unified platform for fusion energy, materials science and earth‑science research.

This partnership marks a decisive step toward a data‑driven scientific era, echoing past successes like AlphaFold’s protein‑structure predictions that helped develop malaria vaccines and gene therapies. By marrying DeepMind’s AI expertise with DOE’s research infrastructure, the initiative promises to compress research cycles and elevate U.S. leadership in critical technologies.