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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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Michael Balas

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Open access Aug 2026

Social Status and Clinical Resource Allocation by a Large Language Model: An Evaluation of 30,618 Decisions

Clinical use of LLM-based allocation support should therefore require explicit safeguards and systematic auditing for non-clinical influences, and their implicit and unexplained incorporation into resource-allocation decisions raises concerns regarding transparency, accountability, and clinical governance.

Siddharth Gandhi, Michael Balas · 0 citations

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