19e1aefbdf02f8b2ee319d3bb95b1e76526061065839ad894ad34b3d0bb6362f
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The document contains an "Executive Summary" section that states most retrieval-augmented systems were designed for relevance before accountability so that the paper frames a critique of prevailing system priorities.
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Executive Summary
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
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Most retrieval-augmented systems were built for relevance before they were built for accountability.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
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They can find
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:33:51 PM