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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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Ramit Debnath

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Open access Aug 2026

Mitigation of the coordination crisis in wildfire management using a multi-agent AI system

The devastating California wildfires of January 2025 underscored the staggering human and economic tolls of escalating climate disasters. While retrospective analyses often attribute these losses to climate change, fuel accumulation, and wildland-urban interface expansion, a critical systemic blind spot remains: the in...

Ramit Debnath, Aric P. Shafran, Israel Waichman · 0 citations

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