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Evidence record 10048 · automatically gathered

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 scr

Record details

Published: 18 March 2026
Source: OpenAlex
Category: Research
Topics: Bias & fairness · Regulation · Military & security · Children & education
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Same publisher byline · Shared topic: Bias & fairness

GIGO and the Human Processor: A CHO Review

OpenAlex · 18 March 2026

Shared topic: Bias & fairness · Shared topic: Regulation

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Six Institutional Intervention Areas to Support Ethical and Effective Student Use of Generative AI in Higher Education: A Narrative Review

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Shared topic: Bias & fairness · Shared topic: Regulation

Deterministic Decisions for High-Stakes AI. A Zero-Egress Pipeline with the Deployability of RAG and the Accuracy of Machine Learning

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Shared topic: Bias & fairness · Shared topic: Regulation

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Shared topic: Bias & fairness · Shared topic: Regulation

Programming Language Policy as an AI Literacy Equity Problem: A 15-Nation Comparative Analysis

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How to cite this record

ethics.ai (18 March 2026), “GIGO and the Human Processor: A Chief Humanity Officer Review,” evidence record 10048, https://ethics.ai/record/10048 (originally published by OpenAlex).

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