Artificial Intelligence
What Causes AI Bias? The Real Sources Explained
Every biased AI system has an origin story. A hiring tool that rejected women did not wake up sexist — someone fed it ten years of…
Topic
AI Ethics & Governance
25 guides
Artificial Intelligence
NIST AI Framework: The Risk Management Framework Explained
If you’ve read about AI governance, you’ve seen the name: NIST AI RMF. It shows up in board presentations and vendor pitches — usually…
Artificial Intelligence
Mitigating AI Bias: Practical Steps That Actually Work
Most advice about mitigating AI bias is either uselessly vague (“be fair!”) or uselessly technical (a paper full of Greek letters). Neither helps when…
Artificial Intelligence
EU AI Act: Europe’s AI Law Explained in Plain English
The EU AI Act is the world’s first comprehensive law regulating artificial intelligence, and whether you love it, hate it, or haven’t thought about…
Artificial Intelligence
AI Risk Management: A Practical, No-Jargon Guide
Every company deploying AI is managing AI risk — deliberately or by accident. The accidental version: ship the model, hope for the best, and…
Artificial Intelligence
AI Bias Audit: How to Audit an AI System for Bias
Nobody audits an AI system because everything is going well. Audits happen because a regulator asked, a journalist is circling, a customer complained, or…
Artificial Intelligence
Racial Bias in AI: The Evidence, the Causes, the Response
Racial bias in AI is the most consequential — and most studied — dimension of algorithmic unfairness. It determines who gets stopped by police,…
Artificial Intelligence
OECD AI Principles: What They Are and Why They Matter
In May 2019, something unusual happened in technology policy: 42 countries agreed on a common set of principles for artificial intelligence. No treaty, no…
Artificial Intelligence
Model Cards Explained: What They Are and Why They Matter
Every time you buy medicine, you get a leaflet: what it is, what it is for, the dosage, the side effects, when not to…
Artificial Intelligence
Gender Bias in AI: Where It Appears and How It’s Fought
Of all the flavors of algorithmic unfairness, gender bias in AI is the most extensively documented. Language models associate doctors with “he” and nurses…