Jiahui Guan

AUG 17, 2026 · PREPRINT

PertMind: Eliciting Emergent Biological Reasoning in LLM via Reinforcement Learning on Cellular Perturbation Data

arXiv

An uncontrolled, single computational method development study using reinforcement learning on cellular data; no clinical outcomes, no comparator group, and no peer review yet.