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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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Ji-rong Wen

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Book Open access Jul 2026

From Search to Ask to Act: The Evolution of Information Access in the Age of Large Models and Agents

This keynote briefly revisits information access as the context for a large shift recently: from retrieving documents to constructing systems that reason over evidence, generate grounded answers, and execute information-seeking tasks, and argues that future IR systems should not stop at answers.

Ji-rong Wen · 0 citations

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