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UK AI Security InstituteArticle

Can AI coding agents rebuild biological AI tools from a paper?

This is the real question in biosecurity governance: can we actually control access to dangerous knowledge once it's published? If agents can reliably rebuild tools from papers, access controls fail. If they can't, the regulatory model holds. This shifts where policy should focus, and it's worth builders and investors understanding the actual constraints before betting on access-based safety.