腾讯混元推出 WorkForge 智能体训练框架
📢 Introducing WorkForge: a scalable framework that constructs verifiable training environments for long-horizon work agents from real-world resources.
腾讯混元发布 WorkForge，一个从真实资源构建可验证训练环境、面向长周期工作智能体的可扩展框架。该框架从专家工作流出发搭建真实工作空间、抽取可核查事实，并生成任务与程序化+语义双重验证器。其规模达 16.7K 个环境，覆盖 40 个专业领域、60 种文件类型，随数据量与交互时长增加，在长周期工作 benchmark 上取得持续提升。
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📢 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
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