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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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Mohit Makde

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Conference Aug 2026

Agentic AI for Argument Extraction: A Comparative Study of Prompting, ReAct, and Multi-Agent Systems

In theory, extracting arguments from news articles should be simple, but in practice it proves to be more difficult. This paper explores three approaches to address this problem: classical static prompting, a single adaptive agent using ReAct, and a multi-agent team of specialized reasoners. The results were striking:...

Soham Somvanshi, Parnika Kumbhar, Dhairya Shah et al. · 0 citations

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