Scenario: Adriana Martinez sits at her desk with her head in her hands. The sun has set in the community of Crescent City, her IT team has all left for the day, and in the quiet of the darkening office, she tries to prioritize her goals for the second half of the year. The city mayor wants a report on the potential risks of artificial intelligence and machine learning (AI/ML) by the end of the week. Her public information officer (PIO) wants approval to start using generative AI/ML tools to create press releases and website copy to increase efficiency and support her under-resourced communications team, and the city clerk needs Adriana to respond to the growing list of resident open records requests in response to last week’s brief website security breach.