The 7th workshop on Generative Models and Uncertainty Quantification brings together top international researchers in machine learning and artificial intelligence in Copenhagen to exchange ideas on developing generative AI models. The meeting emphasises discussions over presentations, as the rapid growth of the research area has made key conferences less suitable for exchanging ideas.