AI RESEARCH

Protein Counterfactuals via Diffusion-Guided Latent Optimization

arXiv CS.AI

ArXi:2603.10811v1 Announce Type: cross Deep learning models can predict protein properties with unprecedented accuracy but rarely offer mechanistic insight or actionable guidance for engineering improved variants. When a model flags an antibody as unstable, the protein engineer is left without re