Tencent Hy(@TencentHunyuan):📢 Introducing WorkForge: a scalable framework that constructs verifiable training environments for long-horizon work agents from real-world resources. Starting from expert workflows, it builds authentic workspaces, extracts checkable facts, and derives tasks plus dual (programmatic + semantic) verifiers grounded in observable evidence. 🚀 We scale to 16.7K environments across 40 professional domains covering 60 file types, enabling consistent gains on long-horizon work benchmarks as data volume and interaction horizon increase. 📚Paper: https://t.co/HjswwiHhlv @zhang_leo54389 @ZoeyyyZhououou @Be1ong1 #Tencent Hy#AIAgents #WorkAgents #AgentTraining

2026.10.22 09:11

📢 Introducing WorkForge: a scalable framework that constructs verifiable training environments for long-horizon work agents from real-world resources. Starting from expert workflows, it builds authentic workspaces, extracts checkable facts, and derives tasks plus dual (programmatic + semantic) verifiers grounded in observable evidence. 🚀 We scale to 16.7K environments across 40 professional domains covering 60 file types, enabling consistent gains on long-horizon work benchmarks as data volume and interaction horizon increase. 📚Paper: @zhang_leo54389 @ZoeyyyZhououou @Be1ong1 #Tencent# Hy#AIAgents# #WorkAgents# #AgentTraining#