If a claim is disputed or contradicted, lifecycle and approval controls can prevent silent mutation of critical knowledge so that contested information is not changed unnoticed.

If a claim is disputed or contradicted, lifecycle and approval controls can prevent silent mutation of critical knowledge.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

In practice, that means:

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

6.4 Failure modes and graceful degradation

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf