Tencent Hunyuan unveils WorkForge: 16.7K verifiable environments for work agents
TencentHunyuan · x · 2026-10-22
Tencent Hunyuan introduced WorkForge, a scalable framework that builds verifiable training environments for long-horizon work agents from real-world resources. Starting from expert workflows, it constructs authentic workspaces, extracts checkable facts, and derives tasks with dual (programmatic + semantic) verifiers grounded in observable evidence. The team scaled to 16.7K environments across 40 professional domains covering 60 file types, reporting consistent gains on long-horizon work benchmarks as data volume and interaction horizon increase. Paper available.
Related event: Tencent Hunyuan and Fudan Open-Source WorkForge for Long-Horizon Agents(3 posts)→
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