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这些问题,并不是简单拉长上下文、生成更多文字、引用更多论文就能解决的。现有 Deep Research 和自动 Survey Generation 系统,很多时候仍主要围绕 “检索 — 分析 — 写作” 展开,最终结果也更接近一份 Research Report,而不是一篇结构完整、组织严谨的 Academic Survey。