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NK
Researcher

Nicholas Kruus

Ellison Scholar at University of Oxford

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Nicholas Kruus is an AI policy researcher focused on AI governance, global priorities research, and macrostrategy

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Chen Bo Calvin ZhangResearcher
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Christina Q. KnightResearcher
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Jason HausenloyResearcher
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Pedro MedeirosResearcher
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Nicholas Kruus as author

LLM Novice Uplift on Dual-Use, In Silico Biology Tasks
arXivresearchcautiousMar 2, 2026

LLM access enables novice users to achieve 4.16x higher accuracy on biosecurity-relevant biological tasks compared to internet-only access, and often outperforms expert baselines, raising dual-use risk concerns.

“Author of "LLM Novice Uplift on Dual-Use, In Silico Biology Tasks" on arXiv”

AI SafetyLLMsAI EthicsAI Research