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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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Nolan B Ayers

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Review Open access Sep 2026

AI scribe functions in psychiatric practice: clinical oversight, consent, and regulation.

It is argued that AI-generated clinical narrative, AI-generated clinical observation, and AI-generated diagnostic reasoning are functionally distinct operations that stand in qualitatively different relationships to their shared input, with distinct failure modes and oversight demands.

Alexander S Roth, Nolan B Ayers · 0 citations

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