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This paper introduces a novel GRPO reward to improve abstention in large reasoning models on underspecified tasks, enhancing efficiency and human-like reasoning while maintaining performance.
A Quanta Magazine essay explores the confusing state of AI reasoning research, weighing contradictory evidence about large reasoning models' capabilities and what their behavior implies about genuine reasoning.