commercial platforms and entertainment.The Role of Artificial Intelligence in PersonalizationArtificial intelligence significantly contributes to improving customization within adaptive recommendation frameworks. By evaluating massive amounts of information, AI algorithms can recognize trends and patterns that shape user preferences. Artific