From Data to Delivery: Why AI-Guided Nanocarrier Design Still Needs Mechanistic Discipline

Artificial intelligence is becoming a serious tool for nanocarrier design and drug-delivery optimization. The opportunity is significant—but predictive performance is only as meaningful as the biological and experimental structure underneath the data.