rbio1 - training scientific reasoning LLMs with biological world models as soft verifiers

Ana-Maria Istrate, fausto milletari, Fabrizio Castrotorres, Jakub M. Tomczak, Michaela Torkar, Donghui Li, Theofanis Karaletsos

Published: 23 Sept 2025, Last Modified: 26 Sept 2025AI4D3 2025 OralEveryoneRevisionsBibTeXCC BY 4.0
Keywords: virtual cell models; perturbation prediction; reasoning models
TL;DR: training reasoning models using world models of biology as soft verifiers via simulations
Submission Number: 43