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cs.AI 1

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2026 1

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DiscoverLLM: From Executing Intents to Discovering Them

cs.AI · 2026-02-03 · unverdicted · novelty 7.0

DiscoverLLM introduces a hierarchical intent simulator that rewards LLMs for helping users concretize vague requests, yielding over 10% better task performance and up to 40% shorter conversations in creative writing, technical writing, and SVG drawing benchmarks plus higher satisfaction in a 75-part

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  • DiscoverLLM: From Executing Intents to Discovering Them cs.AI · 2026-02-03 · unverdicted · none · ref 21

    DiscoverLLM introduces a hierarchical intent simulator that rewards LLMs for helping users concretize vague requests, yielding over 10% better task performance and up to 40% shorter conversations in creative writing, technical writing, and SVG drawing benchmarks plus higher satisfaction in a 75-part