为此，智能体工程通常通过以下几类手段给大模型加“外骨骼”以改善可靠性：引入检索与知识库（RAG）以降低幻觉和知识陈旧的影响；预先设计和约束工作流，而不是完全自由的“自治智能体”，以此限定可接受的执行路径；通过多次回答、自一致性检查或模型间交叉验证，识别并过滤高风险输出；在关键链路节点上设置人工审批，让人类对高风险动作“最后拍板”。
习近平总书记强调，“推进中国式现代化，要把水资源问题考虑进去”“加快推进水利基础设施现代化”。
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The fourth tactic requires creating comparison tables and structured data that AI models can easily parse and reference. Language models excel at processing structured information organized in clear, consistent formats. When they encounter well-formatted comparison tables, step-by-step lists, or data organized in predictable structures, they can extract and cite that information more reliably than when similar content appears in dense paragraphs.，推荐阅读safew官方版本下载获取更多信息