AI Bias

concepts · 9 notes linked

Related: Google · Openai · Timnit Gebru · AI Ethics · Algorithmic Fairness · AI Regulation · Gemini · Elon Musk

Notes

• A Google researcher – who said she was fired after pointing out biases in AI – says companies won't 'self-regulate' because of the AI 'gold rush' — Timnit Gebru warns AI gold rush prevents corporate self-regulation on bias
• Algorithmic Justice League - Unmasking AI harms and biases — Organization advocating for equitable and accountable AI systems
• GitHub - daviddao/awful-ai: Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness — Curated list cataloguing harmful and unethical real-world AI deployments
• Google's hidden AI diversity prompts lead to outcry over historically inaccurate images — Google Gemini paused after hidden diversity prompt injection produced historically inaccurate images
• Tech companies like Google and Meta made cuts to DEI programs in 2023 after big promises in prior years — Big tech DEI program rollback after 2020 George Floyd commitments
• The Myth of Artificial Intelligence - The American Prospect — Critical review of Kissinger-Schmidt-Huttenlocher book as Big Tech propaganda
• U.S. regulators warn they already have the power to go after A.I. bias — and they're ready to use it — Four US agencies assert existing legal authority to enforce against AI bias
• Unveiling the Hidden Biases in Medical AI - Paving the Way for Fairer and More Accurate Imaging Diagnoses — 29 identified bias sources across the medical imaging AI development pipeline
• What a machine learning tool that turns Obama white can (and can't) tell us about AI bias — PULSE face upscaler outputs white faces exposing dataset and structural AI bias