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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.