.g-blue { fill: var(--g-logo-blue); } .g-red { fill: var(--g-logo-red); } .g-yellow { fill: var(--g-logo-yellow); } .g-green { fill: var(--g-logo-green); } Explore our next generation AI systems Explore models Gemini GeminiBuild intelligent agents Gemini OmniCreate anything from anything Nano BananaCreate and edit detailed images Gemini AudioTalk, create and control audio Specialized models VeoGenerate cinematic video with audio ImagenGenerate high-quality images from text LyriaGenerate high fidelity music and audio World models & embodied AI Genie 3Generate and explore interactive worlds Gemini RoboticsPerceive, reason, use tools and interact Open models GemmaBuild responsible AI applications at scale Our latest AI breakthroughs and updates from the lab Explore research Breakthroughs SIMA 2An agent that plays, reasons, and learns with you Genie 3Generate and explore interactive worlds AlphaGoMastering the game of Go Gemini RoboticsPerceive, reason, use tools and interact Learn more Evals Publications Responsibility Unlocking a new era of discovery with AI Explore science Breakthroughs AlphaFoldPredict protein structures with high accuracy WeatherNextFast and accurate AI weather forecasting AlphaEarthMap our planet in unprecedented detail AlphaEvolveDesign advanced algorithms for math and applications in computing Learn more Gemini for Science Experimental Tools Science Skills Our mission is to build AI responsibly to benefit humanity About Google DeepMind ResponsibilityEnsuring AI safety through proactive security, even against evolving threats NewsDiscover our latest AI breakthroughs, projects, and updates CareersWe’re looking for people who want to make a real, positive impact on the world Learn more Education Our National Partnerships for AI Accelerator programs The Podcast Models Explore our next generation AI systems Explore models Gemini GeminiBuild intelligent agents Gemini OmniCreate anything from anything Nano BananaCreate and edit detailed images Gemini AudioTalk, create and control audio Specialized models VeoGenerate cinematic video with audio ImagenGenerate high-quality images from text LyriaGenerate high fidelity music and audio World models & embodied AI Genie 3Generate and explore interactive worlds Gemini RoboticsPerceive, reason, use tools and interact Open models GemmaBuild responsible AI applications at scale Research Our latest AI breakthroughs and updates from the lab Explore research Breakthroughs SIMA 2An agent that plays, reasons, and learns with you Genie 3Generate and explore interactive worlds AlphaGoMastering the game of Go Gemini RoboticsPerceive, reason, use tools and interact Learn more Evals Publications Responsibility Science Unlocking a new era of discovery with AI Explore science Breakthroughs AlphaFoldPredict protein structures with high accuracy WeatherNextFast and accurate AI weather forecasting AlphaEarthMap our planet in unprecedented detail AlphaEvolveDesign advanced algorithms for math and applications in computing Learn more Gemini for Science Experimental Tools Science Skills About Our mission is to build AI responsibly to benefit humanity About Google DeepMind Learn more Education Our National Partnerships for AI Accelerator programs The Podcast ResponsibilityEnsuring AI safety through proactive security, even against evolving threats NewsDiscover our latest AI breakthroughs, projects, and updates CareersWe’re looking for people who want to make a real, positive impact on the world Build with Gemini Try Gemini Google DeepMind Google AI Learn about all our AI Google DeepMind Explore the frontier of AI Google Labs Try our AI experiments Google Research Explore our research Products and apps Gemini app Chat with Gemini Google AI Studio Build with our next-gen AI models Google Antigravity Our agentic development platform Models Research Science About Build with Gemini Try Gemini May 7, 2026 ScienceAlphaEvolve: How our Gemini-powered coding agent is scaling impact across fieldsAlphaEvolve team
Share Copied Your browser does not support the video tag. Your browser does not support the video tag.A year ago, we introduced AlphaEvolve, a Gemini-powered coding agent for designing advanced algorithms. We showed that AlphaEvolve can help make new discoveries on open problems across mathematics and computer science, and optimize algorithms that have since been deployed across critical parts of Google’s infrastructure.
Today, because algorithms are part of nearly every aspect of life, the landscape of what AlphaEvolve can achieve is even broader. From helping explain the physics of the natural world to powering electricity grids and computing infrastructure, there are countless ways AlphaEvolve can help accelerate progress for scientists and businesses across a variety of fields.
We’re excited to share a collection of AlphaEvolve’s most significant impact to date.
AlphaEvolve has helped uncover key connections in health and sustainability research.
In genomics, AlphaEvolve was used to improve DeepConsensus—a model developed by Google Research for correcting DNA sequencing errors— achieving a 30% reduction in variant detection errors. These improvements are helping scientists at PacBio analyze genetic data more accurately and at a lower cost.
“The solution the Google team discovered using AlphaEvolve unlocks meaningfully higher accuracy rates for our sequencing instruments. For researchers, this higher-quality data might enable the discovery of previously hidden disease causing mutations.” — Aaron Wenger, Senior Director at PacBio
In grid optimization, AlphaEvolve was applied to the AC Optimal Power Flow problem. It helped increase the ability of our trained Graph Neural Network (GNN) model to find feasible solutions for the problem from 14% to over 88%, significantly reducing the need for other costly post-processing steps for electricity grids.
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