{"version":1,"type":"story","url":"https://digestai.news/story/ai-in-biosecurity-threats-and-governance","json":"https://digestai.news/story/ai-in-biosecurity-threats-and-governance.json","markdown":"https://digestai.news/story/ai-in-biosecurity-threats-and-governance.md","slug":"ai-in-biosecurity-threats-and-governance","headline":"AI in Biosecurity: Threats and Governance","summary":"Artificial intelligence (AI) is transforming biological research through various models and tools. General-purpose large language models can retrieve scientific information and support experiments, while biological foundation models predict and generate genetic sequences. AI systems also coordinate tasks and operate automated laboratories. These advancements promise benefits in medicine and biotechnology but pose biosecurity risks due to misuse by those with access to lab equipment. Current evidence suggests AI excels in digital tasks but struggles with physical execution. The review highlights the diverse biological threats posed by AI, including information gathering, design, procurement, synthesis, testing, and release. It also discusses challenges in aligning general-purpose models for biology and the importance of interpretability in ensuring safe capabilities. Defense-in-depth governance is proposed to balance risk reduction and beneficial use.","keyPoints":["AI excels in digital tasks but struggles with physical execution","Frontier AI systems exceed expert baselines on in-silico benchmarks","Biological threats include information gathering, design, procurement, synthesis, testing, scale-up, and release"],"whyItMatters":"The review underscores the need for defense-in-depth governance to mitigate high-consequence risks while preserving beneficial AI applications in biology.","category":{"slug":"research","name":"Research","url":"https://digestai.news/category/research"},"entities":{"companies":[],"models":["General-purpose large language models","Biological foundation models"],"people":[]},"firstPublishedAt":"2026-09-16T04:00:00Z","updatedAt":"2026-09-16T04:00:00Z","sourceCount":1,"hasPrimarySource":true,"sources":[{"outlet":"arXiv cs.AI","title":"Artificial intelligence and biosecurity: capabilities, threat pathways, and defense-in-depth governance","url":"https://arxiv.org/abs/2609.16213","publishedAt":"2026-09-16T04:00:00Z","type":"primary","primary":true,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"AI in Biosecurity: Threats and Governance\", 16 September 2026, https://digestai.news/story/ai-in-biosecurity-threats-and-governance","publisher":"Digest AI","title":"AI in Biosecurity: Threats and Governance","datePublished":"2026-09-16T04:00:00Z","url":"https://digestai.news/story/ai-in-biosecurity-threats-and-governance"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}