digital retail and entertainment.The Impact of Artificial Intelligence on PersonalizationArtificial intelligence plays a pivotal role in enhancing individualization within adaptive recommendation frameworks. Through examining large datasets, AI algorithms can uncover patterns and trends that influence user decisions. Artificial intelligence