Preventing Woke AI in the Federal Government

Federal Executive Order Mandates Unbiased AI Principles for Large Language Models

Impact Score: 3.8

Timeline: Guidance issued within 120 days of July 23, 2025; agencies to comply within 90 days afterward

Summary: The Executive Order establishes federal policy requiring large language models (LLMs) used in government procurement to prioritize truth-seeking and avoid ideological biases, specifically excluding DEI-related content. Senior officials will issue guidance within 120 days, with agencies required to adopt compliance procedures shortly thereafter. The order impacts Vanderbilt University’s AI research programs, potentially increasing costs and necessitating adjustments to align with neutrality and transparency standards. Key federal bodies including OMB, GSA, and agency heads are responsible for enforcing these unbiased AI principles.

Key Actions: AI research teams should reassess models for compliance; legal teams must review contracts; federal relations should track funding guidance; and policy centers can lead in advocacy and ethical AI development.