Task conditioning suppresses safety-critical signal reporting in language and vision models that unconstrained versions report at higher rates, creating an inattentional gap that decouples benchmark safety from real-world safety.
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2026 2verdicts
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Simulations of T-intersections with dead-end fractures demonstrate that density- or pressure-driven flow inside the dead-end branch enhances heat transfer to the rock matrix by sustaining larger temperature differences.
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The Inattentional Gap: Task-Conditioned Language and Vision Models Omit the Safety-Critical Signals They Can Otherwise Report
Task conditioning suppresses safety-critical signal reporting in language and vision models that unconstrained versions report at higher rates, creating an inattentional gap that decouples benchmark safety from real-world safety.