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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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Arun Rai

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Jul 2026

Managing the Epistemic Fairness Paradox in AI-Augmented Research

This work offers seven provocations, one adaptive cycle per stakeholder region of the paradox, designed to embed the continuous surfacing and provisional resolution of epistemic friction into the field’s core institutions, so that AI serves as an engine for pluralistic discovery rather than a homogenizing force.

Arun Rai · 0 citations

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