Hallucination-reduction loop

A recurring self-audit loop that scans the system's own generated claims and gates or corrects ungrounded assertions to keep its knowledge truthful.

grounded in: reduce_hallucinations.py / reduce_hallucinations.sh plus logs/reduce-hallucinations.log — a real harness loop present alongside self-improve/idea-engine/watchdog