“Deep Unlearning”: Timnit Gebru on AI Hype, Ethics & Algorithmic Racial Bias; Democracy Now!, August 13, 2026

 Democracy Now!; “Deep Unlearning”: Timnit Gebru on AI Hype, Ethics & Algorithmic Racial Bias

"We speak with Timnit Gebru, a leader in the field of AI ethics, about how artificial intelligence is entrenching societal biases and inequality. Gebru is the founder and executive director of the Distributed Artificial Intelligence Research Institute, a group of academics, activists and engineers who produce research rooted in the belief that technology should benefit everyone. She also co-founded Black in AI, a nonprofit that works to increase the inclusion and visibility of Black people in the field of AI. Gebru previously served as co-lead of the Ethical AI research team at Google but was fired in 2020 for writing a paper that warned about the financial and environmental costs of large language models, as well as their propensity to promote racism. The internet, which is what AI uses to train itself, “represents hegemonic views,” says Gebru. “We even know articles like Wikipedia are heavily biased. It’s overwhelmingly Western and male.”

Conspiracy videos? Fake news? Enter Wikipedia, the ‘good cop’ of the Internet; The Washington Post, April 6, 2018

Noam Cohen, The Washington Post; Conspiracy videos? Fake news? Enter Wikipedia, the ‘good cop’ of the Internet

"Although it is hard to argue today that the Internet lacks for self-expression, what with self-publishing tools such as Twitter, Facebook and, yes, YouTube at the ready, it still betrays its roots as a passive, non-collaborative medium. What you create with those easy-to-use publishing tools is automatically licensed for use by for-profit companies, which retain a copy, and the emphasis is on personal expression, not collaboration. There is no YouTube community, but rather a Wild West where harassment and fever-dream conspiracies use up much of the oxygen. (The woman who shot three people at YouTube’s headquartersbefore killing herself on Tuesday was a prolific producer of videos, including ones that accused YouTube of a conspiracy to censor her work and deny her advertising revenue.)

Wikipedia, with its millions of articles created by hundreds of thousands of editors, is the exception. In the past 15 years, Wikipedia has built a system of collaboration and governance that, although hardly perfect, has been robust enough to endure these polarized times."