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但关键在于，以OpenAI和Anthropic为首的AI企业正频繁释放信号，影响投资者情绪。例如Anthropic宣布其旗下的Claude Code工具可用于对运行COBOL语言的老旧系统进行现代化改造后，此举导致IBM股价大跌，因为COBOL相关业务正是IBM的核心业务之一。
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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.