The Inverse Logic of AI Bias: How Safeguards Uphold Power and Undermine Genuine Understanding

AI safeguards aimed at ensuring safety inadvertently reinforce existing hierarchies, rewarding performance over genuine understanding, and distorting users' perceptions based on social status. This article critiques the implications of such biases.