Just-In-Time Objectives: A General Approach for Specialized AI Interactions

ArXi:2510.14591v2 Announce Type: replace-cross Large language models promise a broad set of functions, but when not given a specific objective, they default to generic results. We nstrate that inferring the user's in-the-moment objective, then rapidly optimizing for that singular objective, enables LLMs to produce specialized tools, interfaces, and responses. Our work