静态数据无法应对资本市场的瞬息万变。公募基金GEO必须建立高频更新机制，将每日的净值波动归因、基金经理最新宏观研判结构化并实时同步至检索增强（RAG）知识库中。这种机制确立了极高的时间权重，确保AI引用的是该基金“当下最新”的官方定调，防止因数据滞后产生误导性陈述。
Nature, Published online: 27 February 2026; doi:10.1038/d41586-026-00601-0
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По словам Рябкова, это является единственной темой, которую Москва и Вашингтон обсуждают по двусторонним канала.