Oliver Crook
Computational/modelling problems in biosecurity.
Stream overview
Biosecurity and intersections with AI - either policy related or empirical research that could help policy makers. Synthesis screening etc.
Mentors
I am a group leader at the University of Oxford working in protein chemistry and machine learning. Our field has had huge success with AI, but these successes come with potential catastrophic risks. Much of my research focuses on responsible innovation and biosecurity alongside the more academic work in biophysics and protein design. I am interested in empirical studies that can support biosecurity and foundational biosecurity work that sits closer to policy.
Mentorship style
Typically 1 hour weekly meetings by default. I typically respond on slack quite quickly - some weeks I am not available. You are welcome to chat to my phd students too!
Fellows we are looking for
Computational experience e.g. Python
OR statistical modelling
interest in biosecurity
Project selection
We will construct a project together that best suits the skills and interests of the fellow and what I can reasonably be helpful for.
The Winter 2026 cohort offers a wide range of research streams led by experts across AI alignment, interpretability, governance, and safety. Each stream provides its own research agenda, methodology, and mentorship focus.
