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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

Hao Zhang

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Preprint Aug 2026

D2-ScaleAgent: Dual-Dimensional Scaling for Long Document Understanding

The core of D2-ScaleAgent is a Verifier agent-driven dynamic routing loop based on the intrinsic difficulty of the query, centered around a continuously updated evidence bank that serves as the agent's dynamic working memory.

Hao Zhang, Longrong Yang, Lunhao Duan et al. · 0 citations

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