The UK government partnered with Google DeepMind to build an AI prototype for faster housing planning decisions. This experimental tool aims to reduce bureaucratic delays in residential construction. It remains a small-scale trial. Practitioners should view this as a niche application of AI for urban planning rather than a broad systemic change.