863c7791fe8fe139d7ad3807d97e6ff5e75128839619c95ddfa1d01dfa01aced
active
contextual
empirical
A conventional retrieval layer may return a mix of nearby SOP language, exception handling notes, and general audit trail guidance so that the model must infer which content is binding.
Supporting contexts
Quoteverbatim
A conventional retrieval layer may return a mix of nearby SOP language,
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
exception handling notes, and general audit trail guidance.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
The model must infer which is binding.
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:34 PM