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In recent years, LLMs have shown significant improvements in their overall performance. When they first became mainstream a couple of years before, they were already impressive with their seemingly human-like conversation abilities, but their reasoning always lacked. They were able to describe any sorting algorithm in the style of your favorite author; on the other hand, they weren't able to consistently perform addition. However, they improved significantly, and it's more and more difficult to find examples where they fail to reason. This created the belief that with enough scaling, LLMs will be able to learn general reasoning.

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算力为数字纪检监察体系提供“动力支撑”。数据整合、算法运行,都离不开强大的算力保障。数据与算法的价值释放,都需要算力驱动。数字纪检监察体系依托强大算力运用大语言模型等人工智能技术,通过数据预训练与后训练,让模型更贴合监督执纪实操场景,可精准识别、实时抓取数据异常点,快速完成线索筛查、风险预警、证据固定等工作,大幅提升线索挖掘与风险预判精度,显著提高监督执纪效率。