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Awurum, N.P. (2025) Next-Generation Cyber Defense: AI-Powered Predictive Analytics for National Security and Threat Resilience. Open Access Library Journal, 12, 1-17. doi: 10.4236/oalib.1114210 .

2. 规划验证：AI自己根据答案，提出几个“验证性问题”。（比如答案里提到“A公司财报”，它就问“A公司财报的具体数字是多少？”） ToT 和 CoVe：是让AI不仅要“思考”，还要“批判自己的思考”。

不过说实话，我比较推荐原生的Claude4.5模型，这也是官方强烈推荐的搭配，切换国产模型我也试过，就是在多模态的质量核查验证这块，没有办法验证边界以及排版问题，导致最终效果不太满意。