Crystallized Intelligence as System Architecture: How a Psychology Concept Moved 52% of AI Agent Work to Deterministic Code

Cattell's crystallized vs. fluid intelligence distinction, applied to autonomous agent message processing, moved 52% of LLM work into deterministic code — no reasoning required.