AI systems are revealing significant shortcomings that lead to human harm and economic costs. From biased resume screening tools that favor certain names and backgrounds to flawed policing algorithms, the implications of these technologies are far-reaching. Even generative AI struggles with representation and accuracy, highlighting the urgent need for scrutiny and reform in AI deployment.