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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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Igor Douven

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Review Aug 2026

Evaluating automated refereeing with heterogeneous LLM panels

The results suggest that comparative selection is a low-regret design for AI-assisted research evaluation when model quality cannot be known in advance.

Igor Douven · 0 citations

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