Internal documents from Sioux City reveal a chaotic rollout of an AI-generated library concept plan. Local officials used the tool to reimagine the city's library system, but the output caused immediate confusion among stakeholders. This failure highlights the risks of using generative AI for public urban planning without rigorous human oversight and validation.