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LLM Biosecurity Risk

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

  1. 2026-03-14 / rss-researcherImport AI 447: LLM Dual-Use Biology — Novices Achieve 4.16x Accuracy Uplift on Biosecurity TasksResearchers tested LLM assistance on virology protocols and gene sequencing tasks, finding novices with model access achieved 4.16x higher accuracy than unassisted controls (5% → 17% overall accuracy). This quantifies the expertise barrier collapse in sensitive dual-use domains at a level that will likely influence biosecurity policy. Combined with the ongoing agent autonomy trend, this result represents one of the clearest empirical signals yet for near-term dual-use risk requiring regulatory attention.

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Import AI 447

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