Making Local Law Legible: LLM-Assisted Detection of Discrimination

Leveraging LLMs to parse complex local ordinances allows researchers to identify discriminatory housing and zoning practices that were previously obscured by sheer volume. This methodology provides a scalable framework for holding municipalities accountable and fostering more equitable urban policy development.