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flag Scotland leads UK in AI use by councils, driven by strategy and partnerships, despite rural gaps and data challenges.

flag Scotland is leading the UK in local government AI adoption, with nearly a third of councils using or piloting AI and 70% showing high data maturity, according to a Heriot-Watt University and GoLLM study. flag Strong national coordination, university partnerships, and initiatives like the Scottish AI Strategy have driven progress, particularly in Edinburgh, Glasgow, and Fife for waste and recycling. flag While urban areas advance, rural councils lag, and challenges remain around data quality and governance. flag The report positions Scotland as a model for responsible, staff-supporting AI integration, contrasting with fragmented efforts elsewhere in the UK.

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