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Quantifying and Mitigating Premature Closure in Frontier LLMs

cs.CL · 2026-05-14 · unverdicted · novelty 6.0

Frontier LLMs exhibit premature closure by selecting answers at high rates on medical tasks where the correct choice was removed and on open-ended queries, with safety prompting reducing but not eliminating the behavior.

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  • Quantifying and Mitigating Premature Closure in Frontier LLMs cs.CL · 2026-05-14 · unverdicted · none · ref 32

    Frontier LLMs exhibit premature closure by selecting answers at high rates on medical tasks where the correct choice was removed and on open-ended queries, with safety prompting reducing but not eliminating the behavior.