The article argues that artificial intelligence systems should disclose any political or ideological biases that shape their answers. It says this matters because AI is becoming influential in areas including employment, healthcare, national security and consumer protection, while users may assume its responses are neutral and factual.

The author contends that general-purpose AI tools can present apparently balanced explanations while embedding undisclosed preferences or assumptions. It calls for greater transparency about how models are trained, governed and moderated, framing hidden bias as a consumer-protection concern rather than simply a technical issue.