Learning loop effectiveness should be measured by time to detect repeated knowledge gaps so that the system's responsiveness to recurring corpus deficiencies can be evaluated.

8.3 Learning loop effectiveness

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Time to detect repeated knowledge gaps.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

CORTEX can flag that pattern for review.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf