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微软 ThinkingBox 上线 OpenEnv 环境

微软 ThinkingBox 现可作为 OpenEnv 环境运行,它模拟客户、通过 MCP 工具操作真实数据库,并以数据库实际变更而非 agent 自述来判定任务成败,配套 507 项任务的 ThinkingBox-Bench。

Sergio Paniego
@SergioPaniego27 天前收录原推发布于 2026.10.05
微软 ThinkingBox 上线 OpenEnv 环境
Sergio Paniego @SergioPaniego原推发布于 2026.10.05
在 X 上打开原推

ThinkingBox from @Microsoft is now available as an OpenEnv env! > ThinkingBox is a sandbox for testing agents on business workflows. it simulates a customer, gives the agent MCP tools over a real database, and at the end checks what changed in that database instead of trusting the agent's last message > ThinkingBox-Bench is the benchmark built on it: 507 tasks across retail, insurance, travel, banking and consulting > the OpenEnv env runs each task as an episode in its own isolated backend and returns a pass/fail reward from those checks https://huggingface.co/blog/microsoft/thinkingbox

x.com/sergiopaniego/status/2107115844350427607采集于 2026.10.06 10:30