commercial platforms and entertainment.The Role of Artificial Intelligence in PersonalizationArtificial intelligence plays a pivotal role in enhancing customization within adaptive recommendation frameworks. By evaluating massive amounts of information, AI algorithms can detect patterns and trends that guide user choices. AI significantly au