
Following the introduction of Copilot, Windows AI Actions, and Recall, Windows 11 might soon unveil an innovative AI-driven wallpaper feature. While specifics are limited, there are indications that Microsoft previously tested an AI-based desktop background concept in 2024. Although this concept did not reach the phase of user testing, the company appears committed to advancing its AI personalization strategies.
Recently, Phantom on X highlighted that the latest preview builds of Windows 11 include references to an intriguing feature called “Dynamic Wallpaper.” Currently, users cannot access this feature, and there are no available toggles within the preview versions, yet it suggests that the system may soon update desktop backgrounds dynamically based on user-defined selections.
The term “Dynamic background, ” found in internal code, hints at a function that automatically refreshes your wallpaper according to your preferences. Although the feature is not operational yet, it stands to reason that “selection” could refer to picking from various themes, allowing Windows to automatically alter backgrounds or blend them together. Such a dynamic function might also rely on temporal cues, changing the wallpaper based on the time of day.
Potential Implications of “Dynamic Wallpaper”in Windows 11
Microsoft has been contemplating the “Dynamic background” concept for an extended period, which could encompass more than merely rotating wallpapers. A past Microsoft designer disclosed that the company investigated the potential for “dynamic animations” on the desktop to emphasize its affordable devices, although that feature never materialized.

Interestingly, Microsoft’s discontinued Surface Neo featured a version of Windows 10X, which included a dynamic wallpaper capability that adjusted backgrounds according to the time of day. However, this concept never made it into Windows 11.
The recent internal references to “dynamic” may allude to these prior features—whether it be time-based updates or AI enhancements based on user selections, or perhaps even animations. Alternatively, it might be an entirely new concept.
It’s worth noting that Windows currently offers a Spotlight feature that rotates wallpapers, although it does so without temporal awareness or AI intervention.
Microsoft’s Vision for Enhanced Desktop Experience with AI
Throughout 2023 and 2024, developer Albacore uncovered multiple mentions of depth effects related to desktop wallpapers. Microsoft was reportedly interested in creating “livable” wallpapers featuring an AI-driven parallax effect. However, these plans ultimately did not come to fruition.

Earlier reports suggested that later builds of Windows had removed all traces of this feature.
The envisioned parallax effect aimed to create an illusion of depth by adjusting the speed at which the wallpaper moved compared to other screen content, giving the desktop a more vibrant and animated feel. This functionality could have tracked display movements to facilitate real-time adjustments to the background.
While the parallax idea seems to be off the table, the prospect of AI-driven Dynamic wallpapers offers potential for an engaging user experience, making our desktops more immersive and enjoyable.
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