Tag
本文提出 Discord 与 BRACE 两种方法，利用奖励分歧来校准 MCP 环境中工具使用语言模型的强化学习 rollout 预算分配，并在 Qwen3-VL 多个规模及 BFCL、NESTFUL 基准上验证其优于基线。
This paper introduces ProvenanceGuard, a source-aware verification method for MCP-based LLM agents to address cross-source conflation, where claims are factually correct but attributed to the wrong source.
A tweet thread explains how to run a 10-person company with zero employees using a single Claude Pro subscription by connecting 10 MCP agents to a Claude Project, enabling solo founders to automate execution and decision-making.
Mycelis is a serverless AI workspace that offers smart routing and MCP agents for managing AI workflows.