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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

Author

Aryun Muhammad

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Open access Jul 2026

Multimodal Contextual Learning for Maize Disease Diagnosis: Fusing Visual and Environmental Data

It is demonstrated that integrating environmental context with visual symptoms enhances diagnostic accuracy and model interpretability, establishing a foundational proof-of-concept for context-aware agricultural AI.

Hilton Kudzai Chironga, Aryun Muhammad, Erwin Susanto · 0 citations

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