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While there is a constantly growing number of publications about the integration of large models (#LLMs, Visual language models) with spatial apps—both academic and marketing 😎 — we added our two bits from solving real business cases. Next time you see a lot of comments under another LinkedIn post featuring #geoai and #arcgis as a game changer of this integration, take a deep breath and remind yourself about hitting the target. 😃