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On October 22, 2026, Tencent Hunyuan released the WorkForge agent training framework. According to Tencent Hunyuan, the framework builds verifiable training environments from real resources, targets long-horizon work agents, and is scalable. Its construction approach starts from expert workflows to build real workspaces, extract verifiable facts, and generate tasks along with dual programmatic and semantic verifiers. In terms of scale, WorkForge reaches 16.7K environments, covering 40 professional domains and 60 file types. Tencent Hunyuan also stated that as data volume and interaction duration increase, the framework achieves continuous improvement on long-horizon work benchmarks. The framework has currently been released, with no further progress disclosed.
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Tencent Hunyuan launches WorkForge training environment framework
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Oct 22
Tencent HunyuanFirst-party
Tencent Hunyuan launches the WorkForge agent training framework
Tencent Hunyuan has released WorkForge, a scalable framework that builds verifiable training environments from real resources and targets long-horizon work agents. The framework starts from expert workflows to construct realistic workspaces, extract verifiable facts, and generate tasks along with both programmatic and semantic verifiers. It scales to 16.7K environments, covering 40 professional domains and 60 file types, and achieves continuous improvements on long-horizon work benchmarks as data volume and interaction duration increase.