Is This AI?
We've gotten so good at doubting that we're doubting the real things. Now it's starting to cost us,
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Straight answers to the questions this essay raises. Open by default, structured for search and AI.
What is the credibility hedge? +
The credibility hedge is Ryan Vet's term for dismissing something as AI or fake to protect yourself rather than engaging with it. Drawing on epistemic vigilance, how we constantly calibrate whom to trust, and source derogation, attacking the source instead of the substance, he argues that calling something AI slop is often a badge of skepticism rather than a real judgment of the content.
What happened with the deepfake on Father's Day? +
While watching a college baseball stream with almost 30,000 other viewers, Ryan Vet's broadcast was hijacked by a deepfake of the President urging people to send crypto to a wallet. It took him three to five seconds to realize it was fake, even though he teaches audiences how to spot deepfakes. He uses the moment to show how convincing synthetic media has become.
Is distrust of content actually rising? +
Yes. According to the Edelman Trust Barometer, nearly 7 out of 10 people now worry that institutional leaders are deliberately misleading the public, with trust falling most for national government and major news while concentrating among coworkers, neighbors, and family. Ryan Vet notes the distrust is even more pronounced among Gen Z and Millennials.
Haven't we doubted reality before AI? +
Yes. Photoshop made us question photos and Instagram filters made us question beauty, which is why the hashtag no-filter became a badge of authenticity. One study of more than 18,000 no-filter posts found about 12% had actually used a filter. AI is now extending that same skepticism to almost everything.
What does Ryan Vet say leaders should do about eroding trust? +
Rebuild it through authenticity, conviction, and clear direction. He argues that in a moment of synthetic media and shrinking trust, what cannot be replaced by AI is clear vision and human leadership, one person serving another. His test for anything you create is simple: is it human?
Full show notes
A deepfake of the President hijacked a live stream that 30,000 people were watching. It took generational futurist Ryan Vet five seconds to realize it was fake. That five seconds is the whole problem.
On Father’s Day, a stream-jacking deepfake interrupted the College World Series broadcast Ryan Vet was watching with his family, complete with a breaking-news chime, the President’s voice, and a QR code asking viewers to send crypto. The unsettling part was not the scam. It was how convincing it was, and how the same suspicion is now aimed at everything real. In this episode of The Ryan Vet Show, generational futurist, USA TODAY bestselling author, and international keynote speaker Ryan Vet unpacks what he calls the credibility hedge: the reflex to dismiss the source instead of engaging with the substance, and what it costs us when skepticism stops being wisdom and starts becoming a cop-out.
Key Takeaways
On Father’s Day, a deepfake of the President stream-jacked a live College World Series broadcast in front of roughly 30,000 viewers. It took Ryan three to five seconds to know it was fake, and he teaches deepfake defense for a living.Trust is at a historic low. Nearly 7 in 10 people worry that institutional leaders are deliberately misleading the public, with the sharpest decline in national government and major news (Edelman Trust Barometer, 2026).The circle of trust is shrinking. Confidence is concentrating among the people closest to us, our coworkers, neighbors, and families, and pulling away from institutions.We have doubted reality before. Photoshop made us question photos. Instagram filters made us question beauty. One study of 18,000-plus “no filter” posts found about 12% had actually used a filter (Santarossa et al., 2017). Now AI makes us question almost everything.The credibility hedge: calling something “AI slop” often protects the skeptic more than it judges the content. “No filter” was a badge that proved a photo was real. “AI slop” is becoming the inverse badge that proves skepticism is real.Two forces from psychology drive it: epistemic vigilance, the constant calibration of who to trust (Sperber et al., 2010), and source derogation, attacking where something came from instead of what it actually said.What AI cannot replace is human direction. In one large organization, employees could recite the mission but not say where the company was going. Clear vision and clear leadership, one human to another, is what rebuilds trust.Research and Sources Cited
Edelman (2026), 2026 Edelman Trust Barometer: Trust amid insularitySperber, Clement, Heintz, Mascaro, Mercier, Origgi, and Wilson (2010) on epistemic vigilance, in Mind and LanguageSantarossa, Coyne, and Woodruff (2017) on #nofilter images that actually used a filterFransen, Smit, and Verlegh (2015) on strategies and motives for resistance to persuasion (source derogation)The Ritz-Carlton motto: “We are ladies and gentlemen serving ladies and gentlemen”Ryan’s AI course, From Human Hesitation to AI Acceleration, and his related essay The Velocity Gap: Gen Z’s Contradiction with AIConnect with Ryan Vet
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About Ryan VetRyan Vet is a USA TODAY bestselling author, futurist, and international keynote speaker whose insights on generations, culture, and the future of work have been featured in Forbes, Financial Times, ABC, NBC, and CBS. His research helps leaders understand emerging generational patterns and anticipate societal shifts before they fully unfold.
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