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The rapid progress of Large Language Models (LLMs) has sparked a debate: can they truly master complex mathematical problem-solving? While LLMs have demonstrated remarkable abilities in various domains, concerns are emerging about their potential to plateau when faced with particularly challenging problems. A Reddit thread (https://old.reddit.com/r/artificial/comments/1o1b6w1/type_of_guy_who_says_llms_may_have_solved_the/) highlights this discussion, questioning whether LLMs will ultimately ‘crack’ the most difficult mathematical nuts, or if fundamental limitations will hinder their progress.