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Liang Xu is, Hangzhou International Innovation Institute, Beihang University
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Forget cloud-based LLM hallucinations: G-DRAGON uses a lightweight LLM with retrieval to ground outdoor robot navigation in local, versioned OpenStreetMap data, enabling robust long-range planning and "last mile" exploration.