Confirmation bias refers to the tendency of individuals to search for, interpret, favor, and recall information that confirms their preexisting beliefs, assumptions, or prejudices, while ignoring, undervaluing, or dismissing evidence that contradicts those beliefs. This widespread cognitive bias leads people to process information selectively when faced with complexity, reinforcing and maintaining their existing views. Confirmation bias not only affects individual decision-making but can also contribute to group polarization, as it hinders objective evaluation of all available evidence, potentially leading to one-sided or incorrect conclusions. It can occur at every stage of information gathering, opinion formation, and decision-making, making it a key mental model for understanding the limitations of human cognition.