Blog — Nikita Pochaev

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RAG breaks earlier than people think
Plain RAG has a geometric ceiling most benchmarks never probe. An LLM Wiki compiles the corpus once instead of re-retrieving on every query -- here is what breaks when you build one.
Apr 2026

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Architecture

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#RAG#LLM#Knowledge Management#Architecture