MyDataWork POV — Polimill's approach to Japan's public AI infrastructure is a smart move, leveraging OpenAI's GPT models and Codex to streamline municipal operations. By concentrating on administrative knowledge, Polimill embeds AI into the daily operations of governance rather than merely applying technology to a problem. This focuses on establishing a strong foundation for AI-driven municipal efficiency. The real win here is the potential for municipalities to operate with the agility and insight that AI promises, making government processes less opaque and more responsive.