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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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Stephan Manning

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Sep 2026

Pressures, politics, possibilities: how AI might transform the research ecosystem

It is argued that while AI has a “democratizing effect” in making research tasks less costly and more convenient for scholars worldwide, it simultaneously increases skill requirements, efficiency pressures and thresholds for what counts as valuable data and knowledge.

Stephan Manning · 0 citations

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