If the people controlling AI are biased, the output will also be. Free speech scholar Jacob Mchangama makes the case for completely open-source AI.

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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Jacob Mchangama is the Founder and Executive Director of The Future of Free Speech. He is also a research professor at Vanderbilt University and a Senior Fellow at The Foundation for Individual Rights and Expression (FIRE).