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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Nikhil Mathew

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Preprint Aug 2026

Structure for Reading, Prose for Writing: Asymmetric Structural Conditioning in Multi-Agent Document Authoring

It is well established that rendering documents as structural markup rather than flat prose improves extraction, and it is well established that rendering documents as structural markup rather than flat prose improves extraction, and that on three reading tasks is reproduced.

Cheng Yu, Nikhil Mathew, Zhengjie Wang · 0 citations

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