As automation biology, hardware, and AI intersect, the vision of fully autonomous, self-driving labs is moving from science fiction to reality. This session explores the cutting-edge convergence of artificial intelligence, robotics, and synthetic biology—unlocking a future where biological workflows are continuously developed, executed, and optimized without human intervention. Join leading voices at the forefront of lab automation and AI-driven experimentation as they discuss the infrastructure, algorithms, and design principles required to build self-driving laboratories.