Autonomous robotic labs now execute laborious research tasks without human intervention. Scientists use artificial intelligence to manage the end-to-end experimental process. This shift removes manual bottlenecks from the discovery cycle. Practitioners can now focus on high-level hypothesis design while AI agents handle the repetitive physical labor of testing and data collection.