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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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G. Culot

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Open access Aug 2026

Artificial Intelligence in Public Procurement: Aligning Operational Capacity, Legitimacy, and Public Value

The study identifies three tensions: (i) contested performance gains versus social and environmental costs; (ii) data access for model performance versus stewardship duties for public and supplier data; and (iii) opacity versus accountability and contestability requirements.

G. Culot, Matteo Podrecca, A. Patrucco et al. · 0 citations

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