Publication date: 28 February 2026
GLM 给出结论，交给 NotebookLM 批判；NotebookLM 给出修正，交回 GLM 批判。来回几轮之后，一个经过双向检验的分析框架自然浮现出来。两个模型单独面对人类输入时都倾向于顺从，但面对另一个模型的结论时批判性会明显提高。字符渲染管线最难啃的部分就是用这个方式调出来的。
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The UltraAir laser terminal was developed through ESA’s programme for Optical and Quantum Communications – ScyLight – which supports research, development and evolution of optical and quantum communication. ScyLight belongs to ESA’s larger Advanced Research in Telecommunications Systems (ARTES) programme. As part of ScyLight, the project has also been supported by the Netherlands Space Office (NSO) and the German Aerospace Agency (DLR).，这一点在PDF资料中也有详细论述
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XSD to RelaxNG. web-based converter from W3C XML Schema to RELAX NG. The user