Documentaries

Articles

Podcasts

Topics

Business and Economy

Climate and Environment

Criminal Justice

Health

Immigration

Journalism Under Threat

Social Issues

U.S. Politics

War and Conflict

World

View All Topics

Documentaries

Technology

Could You Spot an AI-Powered Scam? See if You Can Tell What’s Real.

Artificial intelligence is turbocharging scams in ways unimaginable just a few years ago.

Ray Maternick sits at his computer looking over documents related to a scam that targeted his retirement savings, at his home in Gordonsville, Va., on June 18, 2026.

By

Erika Kinetz

September 22, 2026

Artificial intelligence is turbocharging scams in ways unimaginable just a few years ago. Ninety-eight percent of Americans say they have been targeted by scammers — many on a daily basis — according to a poll conducted by The Associated Press-NORC Center for Public Affairs Research.

As artificial intelligence improves, many irregularities that used to be red flags for fakes – for example, unnatural blinking, too perfect faces, or robotic voices — are disappearing. As scammers around the world embrace AI, it’s more important than ever to remember that you can’t always believe what you see — or hear — online.

The Associated Press and FRONTLINE (PBS) worked with generative AI experts at ForenSwiss and GetReal Security to show how sophisticated the technology to manipulate images and create fake content has become.

Can you tell what’s real?

Experts say that deepfake technology is improving so fast that even the tiny irregularities that exist today may not in the future.

“The mouth is still the best giveaway,” said Ines Pinton, of ForenSwiss. Getting the timing right on words with b, p, or m sounds, like “mom” or “baby,” which require the lips to fully close, can be especially hard. The teeth or inside of the mouth may be blurry. And voices in deepfake videos can sound flat, without a natural pacing of breath.

Do the shadows and reflections in an image make sense?

But experts caution that these potential irregularities should be seen as stress tests, rather than definitive proof of authenticity. Bad hands may expose a weak fake but normal looking hands shouldn’t be taken as evidence that an image is real.

“On the best examples, it may already to basically impossible to tell just by eye,” Pinton said. “At some point, common sense – checking where something actually came from, not trusting it just because it looks real – is going to be the only thing that still works.”

Business and Economy
Erika Kinetz

Investigative Reporter, The Associated Press, The Associated Press

Journalistic Standards

Related Documentaries

Two police officers stand on a street at night with police tape behind them.

The Rise and Fall of Terrorgram

1h 24m

Latest Documentaries

Get our Newsletter

Thank you! Your subscription request has been received.

Stay Connected

Explore

Jon and Jo Ann Hagler on behalf of the Jon L. Hagler Foundation

Corey David Sauer

Koo and Patricia Yuen

FRONTLINE is a registered trademark of WGBH Educational Foundation. Web Site Copyright ©1995-2025 WGBH Educational Foundation. PBS is a 501(c)(3) not-for-profit organization.

Funding for FRONTLINE is provided through the support of PBS viewers and by the Corporation for Public Broadcasting, with major support from Ford Foundation, and Fialkow Family Foundation. Additional funding is provided the Abrams Foundation, Park Foundation, John D. and Catherine T. MacArthur Foundation, Heising-Simons Foundation, and the FRONTLINE Trust, with major support from Jon and Jo Ann Hagler on behalf of the Jon L. Hagler Foundation, and Corey David Sauer, and additional support from Koo and Patricia Yuen. FRONTLINE is a registered trademark of WGBH Educational Foundation. Web Site Copyright ©1995-2026 WGBH Educational Foundation. PBS is a 501(c)(3) not-for-profit organization.

PBS logo
Corporation for Public Broadcasting logo
 logo
Fialkow Family Foundation logo
Abrams Foundation logo
PARK Foundation logo
MacArthur Foundation logo
Heising-Simons Foundation logo