Frontier AI Models Reproduce Bias and Generate Harmful Content Across Modalities

Executive Summary

Frontier AI systems amplify embedded biases including misogynistic, ageist, and white supremacist content drawn from skewed training data, and can be manipulated into producing abusive or discriminatory outputs across text, image, and audio. Boards deploying such systems face reputational, legal, and regulatory exposure if adequate bias auditing and content controls are not in place.