The AI slop doctors, and the prompts instructing them to lie

Cody Sumter Aug 11, 2026 Over the past year, there has been a dramatic increase in the number of YouTube channels producing medical advice videos targeted at seniors. And it’s not just YouTube. You may have seen the NYT’s recent piece on the broader trend of fake health influencers hawking supplements. Or, if you’re a nerd, Indicator’s write up on AI-generated doctors from earlier this year. No social media platform with a video upload button appears to be safe. For the past few months, I’ve been monitoring a network of 150 such inauthentic medical channels targeted at seniors in an attempt to understand what they are, why they exist, and how they’re made. Spoilers: the answer is AI. But unlike shrimp Jesus, this AI slop realized that the only thing more profitable than memes is convincing your parents to go off their meds. An example might be useful here. So let’s look at the case of a 72-year-old diabetic from earlier this year. In May he stumbles across a video from a doctor he doesn’t know. The doctor promises a simple, natural remedy for high blood pressure. Notably, one better than his pills. Over the next half hour, this doctor discusses recent studies and references patients she’s personally seen and treated before laying out changes the 72-year-old should make. After watching it, he leaves a comment thanking the doctor and commits to trying the new routine. One month and several videos later, he comments again, this time outlining more changes he’s made as a result of the doctor’s advice. At the same time, he bemoans that his wife and children think he’s overdoing it, before revealing that he plans to go off his heart medications in secret. Over the course of 9 more videos, we can watch this pattern repeat across his comments. More supplements. More powders. More breath work. Until, 3 months later, he comments one more time. His actual doctor has found out, and is not happy. By this point he’s halved his blood pressure medications and gone completely off his statins. Stories like this have, unfortunately, become increasingly common. These particular comments come from the YouTube channel Claire Whitmore Senior’s Health Tips. Dr. Claire’s YouTube channel. Note: the channel frequently privates videos so video count varies over time. With over 140,000 subscribers and 7 million views, Dr. Claire posts near-daily videos on YouTube offering medical advice to seniors. Hypertension. Blood pressure medication. Cholesterol. If it’s a common health concern for older adults, she’s likely posted a dozen videos about it. The problem, obviously, is that she isn’t real. What she is is a ChatGPT subscription masquerading as a cardiac surgeon. In other words, she’s AI slop. Dr. Claire isn’t even particularly high-quality AI slop. If you look closely, there’s some pretty obvious artifacting, especially around the name badge. And her voice has a distinct robotic accent. It’s all squarely in the uncanny valley. But for those older, who may be less aware of what to look for, or who may have some mild hearing or vision loss, it appears to be good enough. Dr. Claire Whitmore, though her name badge appears to say anything but that. And Dr. Claire is far from alone. If we search YouTube for something like “senior health tips,” the AI-generated content far outnumbers anything made by a real human. In an afternoon, you can easily find AI slop channels dispensing medical advice with over half a billion collective views. Of the first 500 search results, I was only able to find 1 that was not AI generated. At that scale, it’s not a stretch to say that a meaningful percentage of older adults are watching these videos. Of those, many will not realize they are AI, or if they do, they may believe the information is still trustworthy. And of those, a not-insignificant number have likely already made real health and medical decisions based on that advice. Maybe you could make the argument that this is fine, if the information in the videos were accurate. Unfortunately, what I’ve found shows that: These channels are full of fabricated medical advice That medical advice is harmful The fabrication of claims, citations, and case studies is intentional So buckle up, this is going to get dark. Part 1 — Full of lies Fact-checking AI slop channels is a literal nightmare. They put out near-daily videos. Those videos are filled with medical claims. And citations for those claims are often lacking. So if we did want to analyze a channel like Dr. Claire’s, we would have to knowingly subject ourselves to 65 hours of AI slop, transcribe every claim and citation made across more than 100 videos, and then spend dozens more hours trying to track down sources for each and every one of those claims. Like I said, a literal nightmare. So, anyway, here’s a breakdown of every claim made in a Dr. Claire video over the past 8 months. All 2,276 of them. Thankfully, many of them turned out to be duplicates, so we can cluster them to land at a nice even 456 distinct claims backed by 235 explicit citations. [Methodology: 2,276 claims extracted from 101 videos; Cutoff date: May 21, 2026; Video transcription by Whisper; candidate claim extraction by Claude; claim and citation validation / analysis by hand.] As an example, Dr. Claire’s most viewed video, with 1.1 million views, is titled “SENIORS, What’s the Best Blood Pressure For Older Adults? (Know The TRUTH!)” Insert your own Admiral Ackbar joke here. The core thesis of this 44-minute video is that high blood pressure is actually good as you get older. Which is a bold claim. AHA recommendations on left. Dr. Claire recommendations on right. I’m not a doctor. So I’m not even going to attempt to answer whether this is true or not for any particular individual or group. However, I am good at reading academic papers. And this video cited 4 specific studies to support its conclusion so I figured I would pull up each of those studies and simply validate whether they say what Dr. Claire says they say. Except I couldn’t check what they say, because 3 out of the 4 studies straight up don’t exist. And the one that does exist is SPRINT, a nearly 10,000-person study which found that lowering systolic blood pressure down to 120 instead of 140 cut the risk of death for those over 75 by around a third. The exact opposite of the video’s claim. Now, SPRINT was a decade ago and is not the unambiguous last word on the topic. There is real debate about the risk of over-treatment for the frail and very old. But to have your only real citation argue against your core claim isn’t a great look. For context, this video opens by saying that there was a brand new study published just three weeks ago. It gives us the study by name, tells us the journal it was published in, and says that it followed 15,000 adults that were over 75 years old, including those with diabetes, prior strokes, and frailty. 0:00 -1:02 Audio playback is not supported on your browser. Please upgrade. “Brand new research published just three weeks ago is going to make you question everything you’ve been told about blood pressure.” -excerpt from video transcript That study does not exist. Full stop. This is not a small mistake where they made a typo in the citation. The video just straight up lies about its core conceit. Now, in an interesting twist, I was able to find a study with a similar name. And it was published in a JAMA Network journal. But it wasn’t published weeks prior to this video’s posting — it was published nearly 15 years ago. And it didn’t look at 15,000 adults over 75. It had 2,340 over 65. Most importantly, though, its findings, while interesting, do not come close to justifying the broad claims made in Dr. Claire’s video. Perhaps even more disturbing is how the video actively attempts to erode your trust in your own doctor and redirect that trust to the Dr. Claire channel. Nearly 17 minutes of the video’s 44-minute runtime is spent telling stories about patients that Dr. Claire claims to have seen, treated, or been personally aware of. The structure of each story is roughly the same. A patient goes to their old doctor. The doctor tells them they have high blood pressure. If they take the advice of their doctor and work to lower their blood pressure, they die or are otherwise horribly debilitated. If they ignore their doctor and listen to Dr. Claire, they go on to live a perfectly healthy life. The end. “Eleanor’s death was preventable. If her doctor had known that 120 over 80 was too low for a 78-year-old woman, if he’d targeted a higher number, Eleanor would still be alive. She’d still be independent, still be active. But he didn’t know. He was following outdated guidelines.” -excerpt from video transcript If we zoom out on the script, we can see just how much time is dedicated to seeding doubt with these stories. Video transcript highlighted to show the 2,452 words dedicated to patient stories. Now, the video does instruct you to discuss your blood pressure with your doctor. And that your individual blood pressure target should be determined by you and your doctor based on your individual situation. Which is great. This is what should happen. But it spends less than 40 words doing so before insisting that if your doctor doesn't agree that your blood pressure target should be raised, then you should consider finding another doctor. But don't worry, they managed to squeeze in 500 words throughout the video asking you to like, comment, and subscribe. This pattern repeats across Dr. Claire’s channel, where claims are frequently misleading, exaggerated, or outright false. And the evidence used to support them is often fabricated, misattributed, or distorted. Of the 235 citations where Dr. Claire explicitly references a study by name / journal, only 28 of them — 12% — even exist. [Methodology: n=235; Citations extracted from 101 videos; Cutoff date: May 21, 2026; Verified: citation resolves to a source; Incomplete: citation does not provide enough info to identify a source; Frankenstein: citation appears to be an amalgam of multiple real sources OR real and fabricated sources; Fully Fabricated: citation resolves to no identifiable source] I need to reiterate here: whether or not any individual claim made by these channels happens to be true, the foundation by which they come to those conclusions is frequently fabricated. And if you’re making up evidence for your claims, then I don’t care if your conclusions somehow end up being occasionally correct. You’re still wrong. And you shouldn’t be trusted. Unfortunately, many viewers do trust Dr. Claire and channels like her. As with the 72-year-old diabetic we looked at earlier, her comment section is filled with people discussing the changes they have made — or plan to make — as a result of her advice. “I had a stroke Dec 8th. Doctor wants to put me on a statin.. i refuse. I’ll go natural.” “I am 72 and hypertensive on 3 medications . I will start using celery as per your protocol and report after a month! Thank you and God bless you” “I’m 62 and I had a heart attack 4 months ago. 100% blockage widowmaker. I’m on 7 meds now. I’m going to try to follow your great advice. Some of the stuff I already do but I need to do them all strictly so I can get off some or all the meds eventually🙏” “After watching your article I started chewing 2 cloves daily since 12/2/26. Before then my pp was between 57 to 64. Today 7/3/26 it is 40 bp 113/73 and yesterday was 46 bp 124/78. Sadly to say I had a minor stroke again on 24/2 leaving me with a trembling left arm and leg.” “Her doctor wants her on a statin because she says she will have another stroke but I have refused the statin.” “I quit taking my statins and went back to a full tbsp of extra virgin olive oil.” “Hello Dr. Claire Whitmore, I am 80 years old women, currently my blood pressure up and down and irregular heart beat! I feel weak [truncated for AI cost control]