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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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Keiji Yamaguchi

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Review Open access Aug 2026

Closing the biodiversity observation-to-action loop

Citizen science observations are abundant, but conservation requires turning uneven records into reliable predictions and directing new surveys to where information is missing. We developed a biodiversity platform for Japan that is updated monthly and integrates 2.32 million records to predict 8,297 species across seve...

Keiji Yamaguchi, Kei Uchida, Masayoshi K. Hiraiwa et al. · 0 citations

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