Tencent Hunyuan has released WorkForge, a scalable framework designed for long-horizon working agents. This framework leverages real-world resources to construct verifiable training environments, replicating authentic workspaces from expert workflows, extracting verifiable facts, and generating tasks based on observable evidence. It also provides dual validation mechanisms—both procedural and semantic. Currently, WorkForge has expanded to 16,700 training environments, covering 40 professional domains and 60 file types. As data volume and interaction duration increase, its performance in long-horizon task benchmark tests continues to improve.
