Today, websites, feeds, advertisements, and content are personalized based on an individual’s interests, actions, and intent, providing everyone with a tailored user experience. Inspired by this contemporary cultural phenomenon, this project envisions an architectural application of these tools on a speculative proposal for alternative urban re-densification strategies and collective housing design through an AI-aided methodology.