40bf1611ca4ccccd13fcb143bb8d0d344aea58d432461dbe3379eb4f6942336b
active
contextual
empirical
As usage accumulates, the system gains signal about where contradiction, staleness, or missing knowledge are concentrated so that governance and remediation can target the most problematic areas of the corpus.
Supporting contexts
Quoteverbatim
As usage accumulates, the system gains additional signal
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Where contradiction, staleness, or missing knowledge are concentrated
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Detects gaps
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:23 PM