Hindsight bias is the psychological phenomenon where people perceive past events as having been more predictable than they actually were, often leading them to believe they 'knew it all along.' This cognitive bias can distort memory and affect decision-making, as individuals may overestimate their ability to predict outcomes based on hindsight knowledge.