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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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Emily J. Barnes

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Open access Oct 2026

Sovereign: A Socio-Technical Framework for Human Capability and Responsibility Coverage in AI-Assisted Work

Generative artificial intelligence (AI) can improve immediate task performance without establishing whether human capability develops, remains stable, or deteriorates. Sovereign proposes responsibility–capability alignment as a theoretical account of whether available capability covers consequential responsibilities un...

Emily J. Barnes · 0 citations

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