Unverified50% confidenceSolutionExact time
遇到Gemini生成错误时重试或改写提示词往往能成功获得回复
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/29/2026
First Seen
Valid until: 11/27/2026
Sources
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Unverified系统会试探性地应用补丁，若失败则将错误信息反馈给模型进行修正，构成闭环纠错机制65% similarUnverified多智能体系统中错误传播表现为故障级联，由于LLM倾向于过度信任输入（sycophancy），错误一旦进入信息流很难被后续环节自行纠正62% similarUnverified针对特定触发词的后门攻击可让模型在大多数情况下表现正常，仅在遇到特定输入时才输出预设错误信息，使常规评测基准难以捕捉61% similarUnverified预标注会引入锚定效应，标注员倾向于接受而非推翻已有预标注结果，即使存在微小错误，低质量预标注会系统性地将判断拉向错误方向61% similarUnverified用户不断纠正会往上下文里塞入更多矛盾冗余信息，使模型更困惑，纠正往往适得其反60% similar
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