Our approach to bioresilience
DeepMind Blog · 2026-07-16
Google DeepMind and Isomorphic Labs announce a joint bioresilience program using AI tools including AlphaFold, AlphaGenome, and IsoDDE to prevent, detect, and respond to biological threats, backed by 15+ government and biosecurity partnerships established over the past year.
Extraction
Topics: biosecurityai-safetydrug-discoverypandemic-preparednessai-governance
Claims
- Google DeepMind and Isomorphic Labs have established more than 15 partnerships with government bodies, biosecurity organizations, and research groups over the past 12 months to address biological threats.
- DeepMind is adapting its SynthID watermarking technology to biology to help DNA synthesis providers screen for potentially risky AI-generated biological sequences.
- AlphaEvolve can optimize metagenomic sequencing algorithms to make pathogen surveillance cheaper and faster for detecting new outbreaks.
- Isomorphic Labs has created a dedicated unit to rapidly deploy its drug design engine during novel outbreaks in collaboration with governments and global health authorities.
- DeepMind follows a four-step safety process for models like Gemini in biosecurity contexts: threat modeling, evaluations, mitigations, and monitoring.
Key quotes
We need frontier AI models, and the scientific advances they will enable, to respond to these challenges and help make society more resilient to events like future outbreaks.
Instead of just reacting to natural outbreaks or safety risks, we can now use these intelligent systems to help researchers design proactive defenses, accelerate the discovery of therapeutics, and safeguard the global health ecosystem with greater speed and precision.
We are committed to working openly and collaboratively — with biosecurity labs, governments and the broader scientific community — to ensure AI is developed and deployed responsibly to help protect against one of society's greatest risks.