c34eabc0b99b3ff84dba79d25941b395e62970a12b171ff7bfd311a03a77f29b
active
contextual
empirical
A persistent 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
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
into the same retrieval substrate.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:33:55 PM