<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Sign-Rank Theory on Lost Temple</title><link>https://cloudcold.ai/tags/sign-rank-theory/</link><description>Recent content in Sign-Rank Theory on Lost Temple</description><generator>Hugo</generator><language>en</language><lastBuildDate>Sat, 06 Jun 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://cloudcold.ai/tags/sign-rank-theory/index.xml" rel="self" type="application/rss+xml"/><item><title>RAG的数学死刑：Sign-Rank定理与结构记忆的崛起</title><link>https://cloudcold.ai/posts/2026-06-06-rag-sign-rank/</link><pubDate>Sat, 06 Jun 2026 00:00:00 +0000</pubDate><guid>https://cloudcold.ai/posts/2026-06-06-rag-sign-rank/</guid><description>Sign-rank 定理形式化证明 Embedding-based RAG 有数学天花板。SOTA 模型在 50K 文档上 recall 不到 20%，PoisonedRAG 用 5 个毒文档 90% 操纵检索。出路：图拓扑和 Schema 结构替代几何邻近。</description></item></channel></rss>