Generative Interfaces for Language Models

arXiv:2508.19227v3 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly seen as assistants, copilots, and consultants, capable of supporting a wide range of tasks through natural conversation. However, most systems remain constrained by a linear request-response...