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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

Author

Wen-Xin Xu

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Book Open access Aug 2026

SciHorizon-DataEVA: An Agentic System to Scalable AI-Readiness Evaluation of Heterogeneous Scientific Data

This work proposes SciHorizon-DataEVA, a novel agentic system to scalable AI-readiness evaluation of heterogeneous scientific data, based on the Sci-TQA² principles, which organize AI-readiness into four complementary dimensions: Governance Trustworthiness, Data Quality, AI Compatibility, and Scientific Adaptability.

Dian-Yu Liu, Chuan Qin, Xi Chen et al. · 0 citations
Preprint Feb 2026

Agent-OSI: An Interoperability Architecture for Communication and Settlement in the Decentralized Internet of Agents

Results show that, for generative workloads, end-to-end latency is dominated by task execution rather than settlement confirmation, and that keeping negotiation and delivery off the settlement backend reduces per-session settlement cost by approximately 51\% relative to a more on-chain baseline.

Wen-Xin Xu, Taotao Wang, Yi-Han Xia et al. · 3 citations

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