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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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Andrew Ivins

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Open access Sep 2026

Determining the facts that matter in complex decision-making: A critical realist framework of identifying valid knowledge in planning

While the role of valid knowledge in planning decision-making is recognised in literature, the determination of validity and its relationship to controversial planning decisions is under theorised. In this paper, critical realism is utilised to explore hegemonic influences on the determination of validity as an explana...

Andrew Ivins · 0 citations

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