Front Cover In article number 2301763, Harris, Xiao, and co-workers demonstrate autonomous synthesis of thin film materials using pulsed laser deposition. Through a combination of in situ diagnostics, a high-throughput methodology, automation, and machine learning, they efficiently explore a four-dimensional parameter space 10x faster than traditional workflows to discover two distinct growth windows for WSe2, enabling the accelerated discovery and automated optimization of novel materials.