Large blind test shows AI-designed antibodies bind well but face generalization challenges
A Nature Biotechnology study reports the first large blind test of AI-designed antibodies, with 29 labs evaluating 511 binders designed without target structure knowledge. Some matched drug-level binding potency, though most AI-native methods still struggle with generalization and developability.
2026-08-21 ~ 2026-08-22 · 2 related posts
- Nature Study: AI Antibody Generation Struggles with Generalization — anshulkundaje · 2026-08-21
- Nature: Large blind benchmark of AI-designed antibodies shows promise and ceiling — ferruz_noelia · 2026-08-22