Microsoft is revisiting the idea of AI-driven dynamic wallpapers for Windows 11, as indicated by leaker PhantomOfEarth, who noted signs of this feature in the operating system's preview builds. The proposed system would allow backgrounds to automatically update based on user preferences. Previous attempts at dynamic wallpapers were explored but ultimately abandoned, and while elements for live wallpapers were included in Windows 11 23H2, they were removed in 24H2. The incorporation of AI into wallpaper functionality could lead to backgrounds that adapt based on time of day or user behavior. However, there are concerns about the potential impact on system resources, particularly for lower-spec machines, which would have the option to disable dynamic wallpapers.