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Bias, stereotype encoding, and elicited content in generative AI and recommender systems.

ExplainerUpdated August 6, 2026

Do Large Language Models Have Racial Bias? The Measured Evidence

Tests of today’s leading AI chatbots find measurable bias against racial, ethnic, and religious groups, with the size varying sharply by model.

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The Hanover Institute for Public Policy

The Hanover Institute for Public Policy studies the inputs fueling antisemitism in the United States and publishes what the evidence shows. Its work is content analysis, computational social science, and other data-driven research, and its reports take no policy positions.

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