SignalCapabilitySG-0006
Science published a study of AI-designed bacteriophage genomes first disclosed in 2025
Researchers at Stanford and the Arc Institute used Evo genome language models to generate genomes that produced 16 viable phages infecting E. coli. They used a known bacteriophage as a design template. A preprint first disclosed the result in September 2025; Science published the study in August 2026.
Why it matters
Generating functional whole viral genomes is a significant advance in biological design. The demonstrated result concerns bacteriophages targeting bacteria; it does not establish the ability to design viruses that infect people.
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3 sources. Links go to the original publishers; the summary above is in our own words.
- researchGenerative design of novel bacteriophages with genome language models (preprint)bioRxiv · Sept. 17, 2025biorxiv.org/content/10.1101/2025.09.12.675911v1
- researchGenerative design of novel bacteriophages with genome language modelsScience · Aug. 6, 2026science.org/doi/10.1126/science.aec2657
- newsStanford and Arc Institute build 16 AI-designed viruses that kill E. coliImplicator · August 2026implicator.ai/stanford-and-arc-institute-build-16-ai-designed-viruses-that-kill…
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Paperclip Index. “Science published a study of AI-designed bacteriophage genomes first disclosed in 2025.” Signal SG-0006. Reported Aug. 6, 2026; updated Oct. 7, 2026. https://paperclipindex.com/signal/SG-0006