AI systems have shown biased decision-making. For instance, Amazon had to scrap its AI hiring tool because it discriminated against female applicants by favoring male-dominated resumes. Similarly, facial recognition systems have been found to misidentify people of color at a much higher rate, leading to wrongful arrests.