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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

Xun Liang

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Book Open access Oct 2026

From Dialogue to Decision: A Traceability-Oriented Framework for Studying Language-Mediated Coordination

Digital markets offer a useful setting for examining how language becomes part of socio-technical coordination. Yet even in simulation, it is difficult to see how a conversational cue moves from exposure to memory, reasoning, and action. This poster introduces Financial Town, a traceability-oriented generative multi-ag...

Yong-Sheng Chi, Ming-Xuan Liu, Yee-Hung Hong et al. · 0 citations
Book Open access Aug 2026

Semantic Association vs. Position: Which Information Do Attention Heads Prefer?

In large language models (LLMs), attention heads generally encode both semantic association information (SAI) and positional information (PI). This raises a fundamental interpretability question: Which does each attention head relatively prefer, SAI or PI? To address this question, based on theoretical analysis and der...

Meng-Wei Wang, Simin Niu, Sensen Zhang et al. · 0 citations

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