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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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Chetan Arora

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Preprint Aug 2026

What Can Low Resource Languages Learn From Each Other?

This work proposes PSMC (Pre-train, Specialize, Merge, Merge, and Co-train), a data-efficient framework that capitalizes on a cross-script "transfer effect" to fuse language-specific experts into a unified, high-performance multilingual back- bone.

P. Achyuth, Kahaan Shah, Chetan Arora · 0 citations

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