600 People Watched Him Read Words That Weren't His - AI in Education, Offloading vs. Outsourcing, and the Loss of Friction

Generational futurist Ryan Vet watched a speaker read AI-written notes to 600 people. Every AI policy fight in schools and at work is asking the wrong question.

On a Saturday, in front of about 600 people, a speaker stood up with machine-made slides and started reading machine-made prose off an iPad, stumbling over words that were not his. Ryan texted one of the organization’s leaders to ask about its AI-use policy. The answer was “working on it.” In this episode of The Ryan Vet Show, USA TODAY bestselling author and international keynote speaker Ryan Vet argues that the debate over how much AI is too much is the wrong debate. The real line runs between offloading and outsourcing, and it cuts straight through the classroom, the future of work, and the character of the person doing the work.

Key Takeaways

• If your organization is still “working on” its AI-use policy, you are already late. The policy vacuum is what let a man stand in front of 600 stakeholders and read a machine’s words.
• The institutional swings are happening in weeks, not years. Purdue now requires AI competency to graduate and Ohio State wants every undergraduate “bilingual” in it (Purdue University, 2025; The Chronicle of Higher Education, 2026). Singapore’s national university made it compulsory for freshmen. Meanwhile 29 New York City council members asked for a two-year ban, and a Kansas school board swung from a total ban to teacher-supervised access two days before school started (KCTV, 2026).
• Almost none of that debate is about honesty. Every one of those fights is about whether students may use AI, or about who gets their data. New York’s council never argued the technology was bad for learning. It argued the city had not protected student information in its contracts (K-12 Dive, 2026).
• New York City guidance says effective AI integration “preserves” the intellectual work of learning (New York City Public Schools, 2026). Ryan disagrees. AI augments the work. It does not preserve it. That is a meaningful difference.
• The Sosa and McGwire test: steroids and corked bats made them better hitters, and they still had to make contact with the ball. The modification augmented the work. It did not preserve it, because what they put in their bodies changed those bodies.
• Educational neuroscientist Dr. Jared Cooney Horvath draws the cleanest line. An expert handing a task to a tool is offloading, because their expertise lets them check what comes back. A novice doing the identical thing is outsourcing, because nothing returns that they can evaluate. Same tool. Two completely different acts.
• The e-bike test: when the battery died, the gym rat pedaled home. Her husband called an Uber. Same machine, two outcomes, determined entirely by what the rider had already built.
• Horvath is not a neutral party. He is one of more than 260 organizations and experts who signed an April letter calling for a five-year pause on all student-facing generative AI in PreK-12 schools (Fairplay, 2026).
• Six weeks into 2023, Ryan caught a student using ChatGPT and pulled up the tool on a shared screen to regenerate the essay nearly verbatim in real time. The student still denied it. The violation was never the AI. It was the lie, and the question underneath it: why did he feel he had to hide it?
• So Ryan measured it. He layered invisible instructions into two assignment prompts. Six of the eleven students who submitted handed back projects responding to an instruction they could never have seen with the naked eye. Graded on substance, they had done the work. Not one disclosed the AI use. Not one responded when he asked about it.
• Detection is not the escape hatch. AI detectors return one hundred percent human on machine-written text and one hundred percent AI on human-written text. Anthropic’s new Claude mark applies only to models released on or after August 2, no detection tool has shipped, and the company says plainly that a mark shows the model processed the text, not that it wrote it (Anthropic, 2026).
• The question worth asking: what practical skill will AI let a student do tomorrow that they cannot do today? Logic gets learned on a playground, over a chessboard, or in a math problem worked by hand. Conflict management gets learned with the difficult roommate. The learning was always in the laboring.

Also this week on The Ryan Vet Show: economist Orphe Divounguy on the affordability squeeze, the Fed’s misread, and why housing is the heartbeat. Out now.

Research and Sources Cited

• Anthropic. (2026). How Claude marks AI-generated content.
• Chalkbeat New York. (2026, June 24). NYC promised final school AI guidance by June. Now officials are hitting pause.
• Columbia Law School. (2026). 2026-2027 default academic policy on student use of artificial intelligence.
• Fairplay. (2026, April 16). Pause GenAI in PreK-12 schools for 5 years, orgs and experts say.
• Horvath, J. C. (2026). The Digital Delusion.
• K-12 Dive. (2026, June 12). NYC schools face public pressure to pause AI use for 2 years.
• KCTV. (2026, August 11). Under teacher guidance, older Shawnee Mission students approved for limited AI use.
• New York City Public Schools. (2026). Guidance on artificial intelligence.
• Purdue University. (2025, December 12). Purdue unveils comprehensive AI strategy; trustees approve AI working competency graduation requirement.
• The Chronicle of Higher Education. (2026, August 11). Jagged intelligence: Should AI fluency be a graduation requirement?
• Ryan Vet, “600 People Watched Him Read Words That Weren’t His,” COLLIDE: https://www.ryanvet.com/collide/ai-in-education/
• The Ryan Vet Show with Dr. Jared Cooney Horvath: https://ryanvet.com/show/episodes/jared-cooney-horvath-the-digital-delusion/

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About Ryan Vet

Ryan 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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