Citation

Is EA Biosecurity Work Limited to Restricting LLM Biological Use? - Footnote 17

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confirmed100% confidence

1 evidence check

Last checked: 4/3/2026

Migrated from citation_quotes. Original verdict: accurate

Evidence — 1 source, 1 check

openai.com/index/building-an-early-warning-system-for-llm-aided-biological-threat-creation/(1 check)

confirmed100%Haiku 4.5 · 4/3/2026

Found: - **OpenAI 100-Person Study**: 50 biology PhDs + 50 students, assessed across 5 stages (ideation, acquisition, magnification, formulation, release). Found GPT-4 provided "at most a mild uplift."

Note: Migrated from citation_quotes accuracy check. Original verdict: accurate

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