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White House pushes federal AI review standards to eliminate "ideological bias"

Published
Score
20

Why it matters

The Trump administration has established federal review procedures for artificial intelligence systems across government agencies through an executive order titled "Preventing Woke AI in the Federal Government," issued in July 2025 alongside America's AI Action Plan. The order requires federal agencies to implement "Unbiased AI Principles" for large language models in procurement decisions. The Office of Management and Budget must issue implementing guidance within 90 days, after which agencies have an additional 90 days to revise existing contracts and adopt compliance procedures.

The administration is pursuing a parallel strategy to preempt state AI regulation. A December 2025 executive order directs federal agencies to identify state laws that "require AI models to alter their truthful outputs" or conflict with constitutional protections. Separately, the White House has intensified scrutiny of AI-driven cybersecurity risks, requesting detailed information from technology companies about their AI capabilities and internal security practices.

For attorneys advising federal contractors and technology companies, this signals a significant shift in procurement standards. Federal agencies will soon face new compliance requirements for AI systems, creating both procurement risks and opportunities for vendors positioned to meet the administration's ideological neutrality standards. The simultaneous push to preempt state regulations may trigger legal challenges from states defending their own AI oversight frameworks, particularly those focused on algorithmic transparency and bias mitigation. Contractors should monitor OMB guidance closely and review existing federal contracts for potential renegotiation requirements.

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