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cs.CY2026★ 1 cited
Measuring Mid-2025 LLM-Assistance on Novice Performance in Biology
Shen Zhou Hong, Alex Kleinman, Alyssa Mathiowetz +9
Large language models (LLMs) perform strongly on biological benchmarks, raising concerns that they may help novice actors acquire dual-use laboratory skills. Yet, whether this tran…
cs.CY2025
Incident Analysis for AI Agents
Carson Ezell, Xavier Roberts-Gaal, Alan Chan
As AI agents become more widely deployed, we are likely to see an increasing number of incidents: events involving AI agent use that directly or indirectly cause harm. For example,…