https://guijiagi.com/tags/%E7%BD%AE%E4%BF%A1%E6%A0%A1%E5%87%86/Recent content in 置信校准 on AI 实战派 · 从技术到赚钱Hugozh-cn本站内容采用 CC BY-NC-SA 4.0 国际许可协议授权Sun, 18 Oct 2026 12:48:00 +0800https://guijiagi.com/posts/2026-10-18-08-machine-metacognition-calibration-uncertainty/Sun, 18 Oct 2026 12:48:00 +0800https://guijiagi.com/posts/2026-10-18-08-machine-metacognition-calibration-uncertainty/元认知要求对自身认知状态的监控，校准只是输出概率的可靠程度，LLM的不确定措辞是学到的表达还是真实的自我监控，需要分开衡量。