Science and health

AI biosecurity and scientific misuse assessment

AI biosecurity and scientific misuse assessment is the work of testing what AI systems can do in the life sciences, and where that could cause harm. It happens under controlled conditions, so AI companies can set safeguards before release.

As models get better at scientific reasoning, AI companies are being asked to show they have checked for biological misuse. Most teams have no one who can do that. The hires are tricky because the work sits between biosecurity, biosafety, life sciences and model evaluation, and few people have all four. Judgement and discretion matter as much as expertise. Authorised access and clear handling rules are essential, and a strong candidate will ask about them first.

Emerging 4

Roles in this family

4 roles

EmergingAI Biosecurity EvaluatorAn AI Biosecurity Evaluator tests whether a model gives meaningful uplift towards biological harm, under secured conditions. They give the company…EmergingAI Biosafety SpecialistAn AI Biosafety Specialist reviews how AI workflows touch laboratory and biological work, and puts protective procedures in place. They help a…EmergingScientific Misuse Safeguards ResearcherThis person tests whether an AI system's safeguards hold when it is asked for high-consequence scientific help. They give a company evidence that…EmergingAI Biosecurity Policy AnalystAn AI Biosecurity Policy Analyst weighs the options for managing biological risk from AI systems and sets out what is feasible. They help a company…

Where the people come from

Biosecurity, biosafety, life sciences or authorised model evaluation

Not to be confused with. This family describes authorised assessment and safeguards.

Core skills

  • AI red teaming
  • Model evaluation
  • AI risk management
  • Scientific domain expertise

Where it is used

  • Drug discovery and biotechnology
  • Defence and national security
  • Frontier AI governance

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