The Jelgava AI Art Center project delved into the intersection of artificial intelligence and architecture, focusing on neural network training using a dataset of architectural models. By feeding the AI with a diverse range of architectural forms and structures, the project aimed to generate new, innovative design concepts that blend art and architecture. This exploration allowed for the creation of unique, AI-generated visualizations that push the boundaries of traditional architectural design. The Jelgava AI Art Center stands as a testament to the potential of AI in creative fields, showcasing how machine learning can inspire and redefine the architectural landscape, fostering a new era of digital creativity.