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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

Hunsoo Song

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2026

How Reliable Are Geospatial Foundation Model Embeddings for Cross-City Urban Mapping?

Frozen geospatial foundation model (GeoFM) embeddings are increasingly used as general-purpose features, yet their reliability under cross-city transfer remains unclear. We evaluate AlphaEarth and TESSERA for building-function and local-climate-zone mapping across 31 cities using leave-one-city-out (LOCO) transfer, com...

Jungoung Kim, Hunsoo Song · 0 citations

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