Mikael Mangold

Using street view images and visual LLMs to predict heritage values for governance support: risks, ethics, and policy implications

Abstract Until 2026, the Energy Performance of Buildings Directive is implemented in the European Union member states, requiring all member states to have National Building Renovation Plans. In Sweden, there is no comprehensive national register of buildings with heritage values....