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How big tech is censoring LLMs

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November 18, 2025

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This interview is an episode from ‪@The-Well, our publication about ideas that inspire a life well-lived, created with the ‪@TempletonFoundation.

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What happens when the technology mediating nearly all our information begins to decide what speech is acceptable?

Free speech scholar Jacob Mchangama warns that AI’s growing role in search, email, and word processing means its hidden biases could shape freedom of thought itself. With his team at the Future of Free Speech, Mchangama ran an experiment that tested 268 prompts against popular LLMs and found that the results often reflected inconsistent standards.

According to Mchangama, this shows why ownership of AI models matters, since their values, incentives, and pressures ultimately shape public access to information.

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About Jacob Mchangama:

Jacob Mchangama founded and leads The Future of Free Speech, is a research professor at Vanderbilt, and a Senior Fellow at The Foundation for Individual Rights and Expression (FIRE). A prolific commentator and author on free speech and human rights, he created the podcast “Clear and Present Danger” and wrote the 2022 book “Free Speech: A History From Socrates to Social Media.”

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TempletonFoundation SubscribeThe WellJacob MchangamaFree Speech MchangamaThe FutureFree SpeechSenior FellowThe Foundation

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How big tech is censoring LLMs · Big Think · Sentinel