Artificial intelligence (AI) holds great potential for medical progress, exemplified by UK startup Etcembly’s use of AI to develop a groundbreaking cancer immunotherapy, ETC-101. The study underscores the necessity for rigorous validation before deploying AI in clinical settings. Balancing AI’s potential for innovation with validation precautions is crucial for safe medical advancements.