LLMs may already have reached the knowledge needed to create and release biological weapons end-to-end, and current models are approaching the point where they could enable someone with a STEM degree but not a biology degree to produce a bioweapon.
Pessimistic
Source
Dario Amodei — The Adolescence of TechnologyDario Amodeidarioamodei.com
View all claims from this article Original Quote
I am concerned that LLMs are approaching (or may already have reached) the knowledge needed to create and release them end-to-end... We believe that models are likely now approaching the point where, without safeguards, they could be useful in enabling someone with a STEM degree but not specifically a biology degree to go through the whole process of producing a bioweapon.
Outlook
PessimisticLLMs enabling non-specialists to produce bioweapons would dramatically increase the risk of mass-casualty biological attacks, threatening millions of lives.
Timeframe
imminentImplied
Confidence
approaching / likely near-term
Potential Data Sources for Validation
Controlled red-team evaluations by AI safety institutes or biosecurity researchers (without publishing results) assessing whether AI models can guide a non-specialist through full bioweapon production process; Anthropic's own biosecurity benchmarks and ASL-3 trigger assessments.
About the Author
Dario Amodei
Dario Amodei is the co-founder and CEO of Anthropic, the AI safety company behind the Claude large language model series, and previously served as vice president of research at OpenAI.
Author Perspective
Across 22 tracked claims, Dario Amodei skews pessimistic.
36% optimistic64% pessimistic