“推理”模型亦然，其原理是让大语言模型输出意识流风格的问题解决故事。这些“思维链”本质是大语言模型在书写自身同人小说。Anthropic公司发现Claude的推理轨迹大多不准确。正如瓦尔登所言：“推理模型会公然编造推理过程”。Gemini甚至有整套说谎功能：在“思考”时输出“启动安全协议”“形式化几何处理”等状态信息。不妨想象成一群孩子看着洗衣机运转时大喊虚构的计算机术语。
Examples include premature deductions before April liability, payments after full debt clearance, employer enrollment in incorrect repayment schemes, or accidental deductions from temporary income spikes below annual thresholds.
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