Ready for a revolution? OpenStreetMap-NG is a community-led initiative that's breathing new life into OpenStreetMap. From improved performance, refreshed looks, enhanced privacy, better anti-vandalism tools, a brand new API 0.7, and a whole bunch of features that'll make you go "wow!"

This presentation explores innovative automation techniques used to enhance the quality and efficiency of OpenStreetMap mapping in Poland. I will discuss case studies including zebra crossing detection from aerial imagery, governmental building data validation, and restaurant data standardization. The presentation will highlight the technologies employed (object detection, large language models), the results achieved, and lessons learned from engaging with the Polish OSM community.