The Federal Trade Commission is weighing whether to regulate ideological bias in AI systems as an unfair and deceptive practice, and it wants that authority to override state AI laws.

 

What happened

In a proposed policy statement released last month, the FTC said it is considering treating ideological bias in AI systems as an "unfair and deceptive practice" under Section 5 of the FTC Act. The commission argued that consumers expect AI systems to deliver information free of bias or ideological manipulation, and that classifying bias this way would let the FTC regulate the training data and inputs behind AI algorithms. The document does not fully explain how the FTC would determine when ideological bias exists. The statement also claims this authority would supersede state AI laws, specifically naming Colorado's AI Act, which requires risk assessments, transparency disclosures, and bias audits before models can be released. State lawmakers are now trying to delay or eliminate those audits before the law takes effect in 2027.

 

What was said

Leah Siskind, a former White House digital official and deputy director of the AI Corps at the Department of Homeland Security, said, "There is a really interesting debate here about bias and about accuracy in models and whether that's deceptive or not… about how we counter disinformation that has been absorbed and is now being reflected by LLMs…but this is not addressing that at all." She added that the FTC's role is "to police consumer protection violations, not regulating AI systems," and said it "seems like they're trying to solve a lack of congressional AI regulation by stretching section 5 [of the FTC Act] well beyond its traditional role."

The International Center for Law and Economics wrote that the statement "offers little practical guidance about how the Commission will apply its deception authority to AI," and that its "focus on 'ideologically motivated distortions' suggests that the Commission's concerns extend beyond factual misrepresentations in marketing to speech that may receive the highest degree of First Amendment protection."

 

Why it matters

This proposal would give a federal agency the power to decide what counts as "ideological bias" inside AI training data and outputs, a determination the FTC itself has not defined. The statement also asserts authority over state laws like Colorado's AI Act, this sets up a fight over who gets to set AI rules.

Furthermore, healthcare providers are now relying on AI systems for tasks like clinical documentation, patient communication, and decision support, areas where biased or discriminatory outputs carry patient-safety and civil-rights stakes. If the FTC's federal standard preempts state bias-audit requirements like Colorado's without a clear replacement framework, healthcare organizations could be left with less oversight of how these systems handle sensitive characteristics, at the same time the rules for what counts as "bias" become less defined.

 

The bottom line

The FTC has not finalized this policy, but the criticism, which includes free-market think tanks, civil rights advocates, and conservative legal groups, signals that any final rule will face scrutiny over its legal footing and its potential to be used for political ends. Companies and states alike should watch how the commission responds to the more than 300 comments before enforcement authority is exercised.

Learn more: Real-world examples of healthcare AI bias

 

FAQs

What is Section 5 of the FTC Act?

Section 5 is the provision that gives the FTC authority to take action against "unfair or deceptive acts or practices" in commerce.

 

What counts as an "unfair or deceptive practice"?

It means a business practice that misleads consumers or causes them harm they couldn't reasonably avoid, though regulators have discretion in applying the term to new technologies.

 

What is the Colorado AI Act?

It's a state law that requires certain AI systems to undergo risk assessments, transparency disclosures, and bias audits before deployment.

 

Can a federal agency override state law?

Federal agencies can sometimes preempt state law when Congress has given them authority in that area, but preemption claims are often contested in court.