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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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Xu Liu

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Preprint Oct 2026

Cross-Primitive Consistency in Jev

Jev enables efficient decision-making with large language models (LLMs) through typed querying primitives, allowing the same semantic state to be expressed in different formats, such as binary and multiple-choice queries. However, the consistency of decisions across primitives has not been systematically evaluated. Thi...

Xu Liu, Gui-Kun Chen, Kan-Zhi Wu et al. · 0 citations

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