This governance model differs from conventional RAG because governance is enforced within the corpus rather than outside it.

This creates a materially different trust model from conventional RAG systems,

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

where governance is typically enforced outside the corpus rather than within it.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

This creates a materially different trust model

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf