Researchers and companies are exploring the development of ai agents that can accurately use tools through reinforcement learning. Various organizations, including tech companies and financial institutions, are sharing their experiences and approaches to building and evaluating these agentic systems. The development of these ai agents is being applied to different domains, including scientific research, finance, and general-purpose problem solving.