Tag: Algorithmic Audits: Unveiling

AI is rapidly transforming our world, from powering search engines to automating complex decision-making processes. But beneath the surface of this technological marvel lies a critical challenge: bias. Biases can creep into AI models during the training process, leading to unfair or discriminatory outcomes that perpetuate societal inequalities. This blog post will delve into the crucial topic of AI bias detection, exploring the different types of biases, the methods used to identify them, and strategies for mitigating their impact. Understanding AI Bias What is AI Bias? AI bias refers to systematic and repeatable errors in a machine learning model that consistently skew results in a particular direction. These biases often reflect existing prejudices and inequalities present in the data us...