Fulcrum Research is developing tools to enhance human oversight in a future where AI agents perform tasks such as software development and research. Their goal is to create infrastructure for safely deploying these agents, focusing on improving machine learning evaluations and environments. They invite collaboration from those working on reinforcement learning and agent deployment.