AI-Designed Peptides: Machine Learning Enters the Therapeutic Pipeline
AI-designed peptides have entered clinical development with diffusion models achieving 34% experimental hit rates against undruggable targets. Machine learning is compressing peptide discovery timelines from 18 months to 6 weeks, but synthesizability and drug-likeness remain unsolved challenges.