腾讯混元推出 WorkForge：从真实资源构建长程工作智能体可验证训练环境
📢 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
腾讯混元发布 WorkForge 框架，可从专家工作流构建真实工作空间、提取可核查事实，并生成任务及程序化与语义双重验证器。该框架已扩展至 40 个专业领域、覆盖 60 种文件类型的 16.7K 个环境，在长程工作基准上随数据量和交互时长增加带来持续收益。
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