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CQ
Researcher

Christina Q. Knight

Berkman Klein Center for Internet & Society at Harvard University

LinkedIn

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

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Christina Q. Knight 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”

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