2b85066b79dfff88eab3efb9f8a7d45aca9fc13ee9b447398a73726eda929e6e
active
contextual
empirical
A second structural problem in mainstream RAG deployments is loss of governance, because mandatory constraints, policies, and speculative observations are flattened into the same retrieval substrate.
Supporting contexts
Quoteverbatim
Loss of governance.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Mandatory constraints, policies, and speculative observations are flattened into the same retrieval substrate.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Three structural problems persist in mainstream RAG deployments:
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:33:58 PM