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📈 Newsletters 16 min read · 22 days ago

Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It

#RAG #LLM #memory management #machine learning #system design
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
Curated from Towards Data Science Read original →

DeepTrendLab's Take on Your RAG Gets Confidently Wrong as Memory Grows – I...

RAG systems become confidently wrong as memory grows, with accuracy dropping while confidence rises. A four-phase architectural fix using topic routing, deduplication, and relevance eviction solves this critical failure mode.

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