GIGO and the Human Processor: A Chief Humanity Officer Review

This document is a peer review by Go Kian Tik — GKT (Mbah Hogi Bejo™) of Meriel B.’s 10-day research series. Meriel B. is an AI Ethics Researcher, AI Governance Specialist, and founder of AI.MIRROR. Her research covers ten domains: the global AI governance crisis (Day 1), structural AI bias against women (Day 2), ML-based child criminality prediction (Day 3), the collapse of voluntary compliance in a military context (Day 4), LinkedIn’s algorithmic bias (Day 5), AI hallucination on non-Latin scripts (Day 6), Pipeline Collapse and AIDE — the disappearance of a liability clause in layered AI summarisation (Day 7), AI bias in recruitment shipped as a feature rather than a bug (Day 8), AI actively targeting in…