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GIBD’s recent work, LLM-Geo, was introduced in the 2023 annual conference of GIS Society of Japan. LLM-Geo is a prototype of autonomous GIS that can conduct spatial analysis without human intervention. About 50 GIS professionals tried LLM-Geo in a hands-on session, following a brief introductory presentation by lab member Huan Ning, a PhD student at Penn State. Hands-on participants showed interest in LLM-Geo’s analysis and plotting capability and felt excited about its potential advancements. The GIBD team will continue to improve LLM-Geo. https://www.tandfonline.com/doi/full/10.1080/17538947.2023.2278895