Penn Jenks | Scale AI Blog

Research

Training the Next Generation of Enterprise Agents: Scale's Research in Reinforcement Learning

Language models provide impressive general capabilities off the shelf, but because they were not trained on private enterprise data they fall short of delivering the specialized performance enterprises need for their unique workflows, internal systems, and proprietary data. At Scale, our Safety, Evaluations and Alignment Lab (SEAL) recently published foundational reinforcement learning research, and our enterprise team is pioneering new approaches to solve this challenge through cutting-edge reinforcement learning research focused on training AI agents specifically for enterprise environments.