🔬 The Limits of AI in Science - Why We Need Self-Driving Labs — Joseph Krause, Radical AI
Joseph Krause explains why AI alone cannot discover new industrial materials—unlike biology, alloys cannot be represented as simple strings and require physical ground truth across synthesis, microstructure, and processing. Radical AI is building self-driving labs to close the loop between AI hypothesis generation and automated experimentation, aiming to compress the 15-30 year materials development timeline.