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Why Standard RAG Will Get You Killed: Enter the Autonomous Sovereign Analytical Cell
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Why Standard RAG Will Get You Killed: Enter the Autonomous Sovereign Analytical Cell

via HackernoonNick Maletsky4h ago

Standard RAG systems hallucinate because flat vector databases don't understand time or supersession. Praetor AI fixes this using an autonomous, sovereign multi-agent cell (Curator, Scout, Advisor, Composer) and Temporal GraphRAG. It runs entirely on local edge hardware (tested natively on Intel CPUs without GPUs) to guarantee 0% anachronism rates and absolute deterministic truth.

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