FTC Proposes Policy Statement Targetting AI Output Accuracy and "Ideological Manipulation"

FTC Proposes Policy Statement Targetting AI Output Accuracy and "Ideological Manipulation"

In a major regulatory maneuver on July 1, 2026, the Federal Trade Commission (FTC) published a proposed policy statement addressing whether AI developers and deployers who steer their systems' outputs toward undisclosed ideological objectives are engaging in deceptive acts or practices in violation of Section 5 of the FTC Act. The public comment period for the proposal runs through July 31, 2026.

The proposed policy statement is a direct response to Executive Order 14365, signed by President Trump on December 11, 2025. The executive order directed the FTC to clarify how Section 5 applies to AI models and specifically to address how state laws requiring alterations to AI outputs conflict with federal consumer protection standards.

The FTC's position is that consumers have a "reasonable expectation" that AI systems are designed to provide the most accurate, neutral, and faithful outputs possible based on their queries. Under the FTC's three-part deception framework, a company that configures its model to pursue undisclosed ideological goals—even if doing so to satisfy state law requirements—may be committing consumer fraud:

"A company marketing a general-purpose AI model to assist with research and analysis, for example, may be engaging in a deceptive practice if the model is secretly designed to withhold or de-rank truthful information to advance an undisclosed ideological agenda..."

Preemption of State AI Laws

A key feature of the proposed statement is its direct challenge to state-level AI regulations, specifically naming Colorado's Artificial Intelligence Act (SB24-205).¹ The FTC argues that state laws forcing AI companies to alter model outputs to avoid disparate impact liability pressure companies to "suppress the accuracy of their AI models." Under the doctrine of implied preemption, the FTC asserts that federal consumer protection law supersedes these state requirements:

"State laws are impliedly preempted to the extent that it is impossible for a private party to comply with both state and federal requirements, or where state law stands as an obstacle to the accomplishment and execution of the full purposes and objectives of Congress."

Disclosure Safe Harbor

The proposed statement outlines a "safe harbor" where companies can avoid Section 5 liability by providing "clear, conspicuous, and adequate" disclosures that their systems prioritize specific objectives. However, the FTC sets an exceptionally high bar, stating that disclosures buried in terms of service will not suffice and must be sufficiently prominent to actively reshape consumer expectations.