Towards Data Science
Tuesday, April 21, 2026
Emmimal P Alexander
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
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Summary
As memory grows in RAG systems, accuracy quietly drops while confidence rises — creating a failure that most monitoring systems never detect.
This article walks through a reproducible experiment showing why this happens and how a simple memory architecture fix restores reliability.
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