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Law3602026-07-02

FTC Says Distorting AI Outputs To Follow State Laws Won't Fly

PolicySafety

So the FTC has decided that if a company tweaks its AI chatbot to stop being racist in certain states, that's actually fraud. The proposed policy statement, dropped on Wednesday with all the subtlety of a brick through a window, warns that 'distorting AI outputs' to comply with state bias laws will bring the federal hammer down. Because nothing says consumer protection like forcing companies to choose between state law and federal enforcement. The AI industry's compliance officers are presumably updating their CVs as we speak, while the state legislators who passed these laws are quietly backing away from the table.

The FTC's logic is a beautiful piece of regulatory origami: state legislatures pass laws demanding AI not discriminate, companies adjust their models to comply, and now they're told that very adjustment is deceptive. Of course, the fact that the unadjusted model might have been spouting racial stereotypes was apparently fine—the FTC didn't mention that bit in their proposed statement. They call this adjustment 'steering' and suggest it misleads consumers into thinking outputs are 'genuine.' Because what consumers absolutely want is the unvarnished, unfiltered, potentially biased AI output. That's the genuine article we're all seeking.

And who pays the price? Not the legislators who passed contradictory laws, not the FTC enforcement division, but the poor engineers who now have to figure out how to be simultaneously biased and unbiased, compliant and non-deceptive, all while the regulators watch from the sidelines with a smug 'we told you so.' The public comment period will likely be filled with exquisitely polite letters from law firms explaining why this is insane. We'll file that under 'shocked pikachu face' when the FTC finalizes it anyway. The fun part will be watching which state law gets violated first in the name of federal compliance.

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● REC · 2026