Abstract
Currently, the user interface (UI) for digital photo management applications is a static, reverse chronological grid of thumbnails. From a user perspective, this UI has several drawbacks such as high interaction cost for retrieval, lack of contextual adaptation, and higher task friction. This disclosure describes a generative situational UI engine for media management applications. The engine is powered by an integrated large language model that is capable of automatic user interface generation. This engine replaces the static, one-size-fits-all grid with a dynamic interface that, with the user’s permission, is generated based on the user’s context and the content of their media to determine a likely user intent and automatically generate a bespoke layout and toolset that matches the intent. The techniques transform the user interface from a passive digital shoebox into a proactive, intelligent partner that is responsive to the user’s context, shaped to be helpful and resonant.
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Labzovsky, Ilia and Karmon, Danny, "LLM-based Automatic Generation of Contextually Appropriate User Interface", Technical Disclosure Commons, (December 15, 2025)
https://www.tdcommons.org/dpubs_series/9044