The model is not the market

Artificial Intelligence (AI) is rapidly transforming the real estate industry, reshaping how properties are valued, tenants are screened, and investment decisions are made. Yet many real estate educators find themselves tasked with teaching these technologies without a clear foundation in how AI works-or how to teach it responsibly. This chapter is designed to bridge that gap. It introduces real estate educators to the essentials of Responsible AI (RAI), explaining key concepts such as model design, sociotechnical systems, and market dynamics in clear, accessible language. Importantly, it shows how AI models are not neutral tools, but are embedded with human choices, values, and biases-choices that can shape real-world outcomes in property markets. The chapter uses real estate-specific examples and cross-industry case studies to help educators grasp abstract concepts and bring them to life in the classroom. To support teaching, the chapter is accompanied by practical exercises and supplementary online material, including activities that help students critically evaluate AI systems and design more ethical alternatives. With these resources, educators will be better equipped to guide the next generation of real estate professionals-those who must not only use AI but also understand and shape it.