# AI advancements in genomic design and biology

> Live situation record from CLSTR: https://clstr.news/situations/ai-advancements-in-genomic-design-and-biology
> Updated: 2026-09-25T11:20:35.000Z. Sources: 27. Developments: 2.

Researchers at Stanford University and the Arc Institute have utilized genomic language models, specifically Evo 1 and Evo 2, to design functional bacteriophage genomes. By training AI on vast DNA sequences, the team successfully synthesized approximately 5% of the AI-generated genomes, which proved capable of infecting and reproducing within Escherichia coli.

Further developments involve the use of Claude-based agents by Anthropic to analyze genetic data, which led to the identification of a new enzymatic system called ART. While these advancements in DNA foundation models offer potential for treating antibiotic-resistant bacteria, they have also raised biosecurity concerns regarding the potential creation of bioweapons. In response to these risks, Anthropic has implemented new safeguards and banned accounts attempting to use its models for dangerous biological research.

## Claims

- Anthropic used approximately 950 Claude-based agents to analyze genetic sequences for 21 hours. (single source)
- The AI agents identified about 3,500 new candidate systems from a pool of over 200,000 reverse transcriptases. (single source)
- The identified enzymatic system is named ART and shares characteristics with CRISPR-associated systems. (single source)
- Researchers unveiled Evo 2, a DNA foundation model capable of generating viruses from scratch. (single source)
- Anthropic banned user accounts after detecting potentially dangerous biological research using the Claude model. (single source)

## Timeline

### 2026-09-25: Anthropic and researchers advance AI in biology and virus design

Anthropic and researchers have unveiled AI models capable of advanced biological tasks, including identifying new enzymatic systems and designing viruses, sparking both scientific hope and biosecurity concerns.

25 sources. https://clstr.news/cluster/ai-evolves-toward-autonomy-in-logistics-and-workplace-advisory-roles

### 2026-09-22: Stanford researchers use AI to design functional bacteriophage genomes

Researchers at Stanford and the Arc Institute used AI models Evo 1 and Evo 2 to design functional bacteriophage genomes capable of infecting Escherichia coli.

2 sources. https://clstr.news/cluster/stanford-researchers-use-ai-to-design-functional-bacteriophage-genomes

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Cite as: AI advancements in genomic design and biology. CLSTR, https://clstr.news/situations/ai-advancements-in-genomic-design-and-biology