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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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Diaa Addeen Abuhani

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Preprint Nov 2026

EO-Jev: Decision Model for Earth Observation

Earth observation (EO) workflows require selecting among known outcomes, estimating confidence, and processing large volumes of imagery. Generative vision-language models can address these tasks, but autoregressive decoding is computationally costly and their confidence estimates are unreliable. Decision models offer a...

Mohamed Atef Abouelhadid, Diaa Addeen Abuhani, Muhammad Akhtar Munir et al. · 0 citations

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