Tag: AI Fairness: Unmasking

AI is rapidly transforming our world, impacting everything from healthcare and finance to criminal justice and education. However, lurking beneath the surface of this technological revolution is a critical issue: AI bias. These biases, often unintentional, can perpetuate and even amplify existing societal inequalities, leading to unfair or discriminatory outcomes. Understanding and mitigating AI bias is paramount to ensuring that AI systems are fair, equitable, and beneficial for all. Understanding AI Bias: Where Does It Come From? AI bias arises when algorithms produce results that are systematically prejudiced due to flawed assumptions in the machine learning process. It's not about the AI being malicious; it's about the data it learns from and how it's trained. Biased Training Data Exam...