This section documents how AI was used to explore improvements for the original Studio Retreat for Alexander Calder project. The workflow started from the weaknesses identified in the original design reflection, especially site response, wind movement, daylight control, circulation, and the relationship between Calder’s artistic language and architectural space. AI was used to generate possibilities, but each suggestion was evaluated before being applied to the revised design.