Learning loop effectiveness should be measured by retrieval lift from episodic memory signals so that the contribution of memory-based signals to retrieval improvement can be quantified.

Measured retrieval lift from episodic memory signals.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.3 Learning loop effectiveness

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

CORTEX closes the loop between usage and corpus evolution.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf