// Hacker Noon · 13 May 2026

Embedding Staleness Is Probably Corrupting Your RAG System Right Now

This article examines embedding staleness and index drift as overlooked failure modes in production Retrieval-Augmented Generation systems. Using a real-world RAG deployment scenario, it explains how embedding model upgrades can silently corrupt retrieval quality when old and new vector spaces are m...

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