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Carnegie Mellon University ♣ Allen Institute for AI ♠ University of Washington
Allen Institute for AI (AI2)1
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LLMs often withhold helpful information due to misinterpreting user intent, but multi-turn conversations can unlock utility—at a cost of new failure modes like "utility lock-in" and "unsafe recovery" that single-turn benchmarks miss.
