从“语义检索”到“图谱本体映射”：传统的L2系统依赖粗放的文本切片与向量匹配，这导致AI面对财报或公告时只能做“字面复读”。L3架构则引入了深度的金融知识图谱。在数据进入大模型之前，系统首先对海量的非结构化语料进行“因子化清洗”，提取出具备强逻辑关联的财务指标、政策实体与行情动因。大模型的作用被严格限制为“基于既定事实的自然语言渲染”，而非“事实的推理者”，从而在物理层面彻底切断了幻觉的生成源头。
For CuRe Trial participant Michelle Johnson, the decision to participate in the trial was life changing.
，更多细节参见搜狗输入法2026
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If they do not currently have the view that we're in an alignment-is-hard world, they should explain why and what would update them, and if they accept that view, they should make explicit claims about how they have tried to "sound the alarm" or "halt AI progress", as they committed to doing, or what specific criteria they have for deciding to do so.