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A new test shows that tools increase the biosecurity risk of AI agents

With tools, 23.5% of the designs were in the top decile of risk, and 21.4% without tools.

Claimed, not confirmed

Researchers made DRYLAB-Bench, a benchmark for the biosecurity risk of LLM agents that make biological mutations as designs. It has 30 scenarios of dangerous mutation design. It compares each design with 187,695 wet-lab measurements from ProteinGym and ViroGym. The researchers used 15 frontier models. Without tools, 67.6% of one-shot designs were above the average measured variant.

Sources

  1. DRYLAB-Bench: Benchmarking the Biosecurity Risk of Agentic LLM Mutation Designarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·12 OCT2026

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