AI models need more data about biology, and OpenAI is paying to create it

September 18, 2026

beakers and other laboratory glassware

(MIT Technology Review) – The OpenAI Foundation is funding a new effort called Data for Public Health.

Last year Ruxandra Teslo, a policy analyst who focuses on clinical trials, posted an idea for supercharging medical AI systems: Use data from failed biotech companies.

By bidding at their bankruptcy proceedings, she proposed, it might be possible to obtain detailed regulatory filings, manufacturing strategies, and safety data—types of information usually considered trade secrets. She called these documents “biotech’s lost archive” and said they could be used to help train AIs that would act as powerful copilots in the often opaque drug approval process. (Read More)