According to Andrej Karpathy, a recent demo showcases a GUI designed specifically for large language models (LLMs), emphasizing the ability to generate ephemeral user interfaces dynamically based on the user's task (source: @karpathy, Twitter, June 19, 2025). While the current iteration closely imitates traditional graphical interfaces, the underlying innovation lies in AI-driven, task-specific UI generation that can increase user productivity and flexibility. This approach signals a major trend in applying generative AI to user experience design, enabling businesses to streamline workflows and deliver personalized, context-aware digital environments on demand.