Artificial intelligence has moved from a background tool into a visible presence in American political advertising and its arrival is generating real friction well ahead of the 2026 midterm cycle. Campaign teams at every level of electoral competition are finding ways to work it into their advertising, but unfortunately, it’s not always in ways that voters would recognize as synthetic.
The case drawing the most attention comes from Massachusetts. A Republican primary campaign produced a radio spot featuring a machine-generated voice crafted to sound like Democratic Governor Maura Healey, articulating positions she has no record of taking.
Both videos portrayed Healey in mocking formats without labeling any of the content as artificially produced. When pressed, the campaign said it identifies AI-generated material only when a typical viewer could not reasonably recognize it as fabricated.
Massachusetts is the most prominent case, but examples have accumulated quickly. The National Republican Senatorial Committee published AI-produced material featuring Texas Democratic Senate candidate James Talarico. His real social media posts were placed in a fabricated new context.
Former New York Governor Andrew Cuomo’s mayoral campaign used the technology to link his opponent to criminal activity. Texas Representative Jasmine Crockett faced scrutiny over her campaign’s AI output while also appearing in rival AI ads. Nothing about the pattern is confined to one party.
Cost economics are driving adoption as much as any strategic calculation. Political advertising carries a substantial price tag, with costs stretching well into six figures depending on production requirements, talent and distribution. AI compresses that price equation, putting sophisticated-looking content within reach of campaigns at every budget level.
Todd Belt, director of the political management program at George Washington University, said the more revealing question is whether the firms executing a campaign’s media are operating under margin and deadline pressure that makes shortcuts attractive.
Mark Jablonowski, chief executive of progressive political advertising firm DSPolitical, said the tool is not the issue. What concerns him is the use of AI to present voters with content that has no grounding in reality. Confecting statements or imagery that could not exist outside a computer is, in his view, a serious problem.
The capacity to do that convincingly has expanded dramatically. While early AI video carried visual tells that made it easy to identify and dismiss, current output can be much more difficult to identify.
In the meantime, regulatory frameworks have not kept pace with the technology. Roughly half of U.S. states have enacted rules around AI-generated political content, built around disclosure requirements or pre-election restrictions.
At the national level, legislation introduced in 2023 to require labeling of AI content in campaign advertising was never brought to a vote. Jablonowski said the volume of AI-produced material will keep climbing as the midterms approach, while noting that most campaigns on both sides are genuinely trying to operate within ethical limits.
The controversy surrounding the use of AI-generated political campaign materials highlights the potential for good and bad inherent in any new technology, and firms, such as D-Wave Quantum Inc. (NYSE: QBTS), developing cutting-edge technologies often have a limited capacity to restrict how their creations are used once they commercialize them. Proactive regulations can therefore help to minimize the unethical exploitation of these technologies.
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