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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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Amritha Prabakaran

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Review Open access Aug 2026

Vivatham: a multi-agent debate framework for generating counter-narratives against homophobia and transphobia in Tamil

A newly curated dataset comprising 5,428 Tamil HS-CN pairs is introduced and VIVATHAM, a novel multi-agent persona debate framework for generating high quality Tamil counter-narratives is proposed, demonstrating that the multi-agent debate framework significantly outperforms standard CN generation approaches.

Amritha Prabakaran, Shunmuga Priya Muthusamy Chinnan, Bharathi Raja Chakravarthi · 0 citations

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