AI vs human decision making is not humans versus machines, it is how judgment changes when algorithms enter the loop. This article explains how human cognition makes fast but biased decisions, how AI supports or distorts judgment through data and objectives, and why automation bias and algorithm aversion shape outcomes in real organizations. Learn how to build hybrid decision systems that are faster, accountable, and trustworthy.