The Limitations of Predictive AI

This chapter critically examines the shortcomings of predictive AI, contrasting it with generative models while addressing its detrimental effects on marginalized communities. The speakers argue that reliance on predictive algorithms can lead to misguided decisions, systemic inequalities, and flawed outcomes in various sectors, including education and hiring. Through personal anecdotes and analysis, they emphasize the need for a nuanced understanding of AI's capabilities and implications in real-world contexts.