Cook County's Assessor Office has publicly released its property valuation models and tax simulation tools on GitHub, offering unprecedented transparency into how 1.8 million properties are assessed. The open-source initiative includes machine learning systems for residential/condo valuations and an R package for simulating tax bills—a radical shift toward accountability in government tech.