AI RESEARCH
DiscoverLLM: From Executing Intents to Discovering Them
arXiv CS.AI
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ArXi:2602.03429v2 Announce Type: replace To handle ambiguous and open-ended requests, Large Language Models (LLMs) are increasingly trained to interact with users to surface intents they have not yet expressed (e.g., ask clarification questions). However, users are often ambiguous because they have not yet formed their intents: they must observe and explore outcomes to discover what they want. Simply asking "what kind of tone do you want?" fails when users themselves do not know. We