Hypothesis about Donald Trump’s declining well being was operating rampant on social media over the vacation weekend as People puzzled whether or not the president was truly on his deathbed. Some individuals even turned to AI instruments in an effort to get a greater take a look at grainy pictures of Trump, who appeared to solely be captured in blurry photos like Bigfoot within the wild.
However utilizing AI like that could be a full waste of time. The AI solely confused individuals as a result of these “enhancements” can’t truly offer you a extra trustworthy image of a grainy picture. AI simply provides bullshit that wasn’t there to start with.
Affected person zero for the AI-induced nonsense about Trump this weekend seemed to be a Bluesky consumer named Christopher Webb. The net sleuth wrote, “Immediately’s press pool picture reveals Trump leaving the White Home this morning,” whereas sharing a grainy picture from Getty Pictures.
“I enhanced the picture. And severely, can an professional clarify what the hell is occurring to his brow? Proper above his nostril and proper forehead,” Webb continued, watermarking the picture within the lower-right nook.
Immediately’s press pool picture reveals Trump leaving the White Home this morning.
I enhanced the picture. And severely, can an professional clarify what the hell is occurring to his brow? Proper above his nostril and proper forehead.
— Christopher Webb (@cwebbonline.com) September 1, 2025 at 8:49 AM
And that AI-augmented picture rippled across the whole English-speaking web.
Grok informed me it’s actual
It did look bizarre. The AI-altered picture confirmed what seemed to be a big mass on Trump’s brow, inflicting individuals to insist that he had a stroke. Others got here up with much more particular diagnoses, calling it a “decompressive hemicraniectomy,” in a screenshot on X that additionally appeared to depend on generative AI for info.
The AI picture jumped from Bluesky to only about each different social media platform on the web, together with X, Threads, Instagram, and TikTok.
Customers on X requested Grok, as they so usually do, to test if the picture was legit. Grok insisted the picture was actual “with no apparent indicators of photoshopping.”

Grok, after all, usually will get issues incorrect, even when it’s not being deliberately manipulated by its billionaire proprietor, Elon Musk, to spit out far-right speaking factors. Musk, as you might recall, gave two Nazi-style salutes again in January and tinkered with Grok in ways in which made it praise Hitler and unfold conspiracy theories about white farmers being killed in South Africa.
However that huge lump on Trump’s brow isn’t actual. It was added by AI as a result of making use of instruments that “upscale” a picture doesn’t truly carry you nearer to the reality. It merely brings you nearer to a picture that appears sharper and fewer pixelated. And these instruments will take issues like shadows or innocuous creases in an individual’s face and make it seem as if there’s one thing there when there isn’t.
Test the flag
Possibly the easiest way to know what’s occurring is to have a look at the flags on Trump’s hat within the unique picture and the AI-enhanced picture. What do you discover?

Yep, the AI picture didn’t create a greater model of actuality. It made an informed guess about what the flag on the hat was imagined to appear to be and made it sharper. It managed to do away with the celebrities within the course of, solely producing stripes. Sharper stripes, positive. However simply stripes.
Zoom and improve
That is removed from the primary time we’ve seen the rise of conspiracy theories aided by AI upscalers.
Do you keep in mind when Will Smith slapped Chris Rock on stage on the Oscars in 2022? The video circulated broadly, given how shocked everybody was on the time, and other people began making use of AI instruments to get what they assumed could be a greater view. However it simply added shit that wasn’t there, resulting in conspiracy theories.
As I wrote on the time, photos had been going viral purporting to point out some sort of bizarre prosthetic on Rock’s face. The conspiracy idea was that Smith’s slap had been deliberate upfront by the producers of the Academy Awards and that we had been seeing some sort of pad that might cushion the blow of any bodily contact.

It was an odd idea, given the truth that a tiny protecting cushion wouldn’t do a lot for those who slapped somebody. However that’s what the web ran with. And it appeared that folks had been simply importing the extra pixelated photos of Rock to AI upscaler instruments in an try to get a greater look.
The “pad” on Rock’s face was created by the AI instruments as a result of it took the pure traces on Rock’s face and made them even sharper, highlighting shadows and creating new info that wasn’t within the unique picture.
Older than our present “AI”
These “enhancement” instruments are even older than generative AI instruments like ChatGPT, which was launched in late 2022. Again in 2020, a device known as Face Depixelizer was being promoted as a option to flip pixelated pictures into sharp photos. However individuals rapidly discovered simply how foolish it was through the use of photos of well-known individuals like President Barack Obama, who was remodeled right into a white man.

The concentrate on social media on the time was about how these instruments had been racially biased. However biased or not, the device merely didn’t work as marketed. You had been imagined to be getting a greater take a look at the world. And it gave you a extra inaccurate one, no matter race.
Individuals shared among the most humorous examples on X, which was then generally known as Twitter earlier than Musk purchased the location.
A picture of @BarackObama getting upsampled right into a white man is floating round as a result of it illustrates racial bias in #MachineLearning. Simply in case you assume it is not actual, it’s, I bought the code working domestically. Right here is me, and right here is @AOC. pic.twitter.com/kvL3pwwWe1
— 🔥囧Robert Osazuwa Ness囧🔥 (@osazuwa) June 20, 2020
As you’ll be able to see, the AI device is simply doing its finest so as to add info, usually lacking issues that we will even see with the bare eye. And there’s that bias, which can have beforehand been unintentional however is actually way more intentional when guys like Musk are tinkering with the weights.
Ought to we write off upscaling fully?
In relation to AI upscaling, not all functions are unhealthy. If you happen to’re attempting to get a sharper picture for a fictional situation, like in a video game, there are use instances that make sense. However the confusion round what AI upscaling truly does can lead individuals to consider the pc program is giving them a greater take a look at actuality. And that’s simply not true.
There was a development a number of years again to upscale among the earliest brief movies, together with clips from the nineteenth century, and it gave individuals the impression that they had been seeing one thing extra trustworthy. And whereas the method was attention-grabbing to see, it gave individuals a misunderstanding.
The faces that viewers may instantly make out (which had beforehand been too grainy and pixelated to see clearly) had been simply rendered by a pc because it tried to make one thing look higher.
It wasn’t a extra correct model of a snowball fight, as an example, after upscaling. It was only a clearer one. And identical to Chris Rock’s newly invented cheek pad, the faces on the individuals in that video embrace particulars that merely didn’t exist in the true world. They’re the AI program’s finest guesses at what it ought to appear to be.
Trump’s well being thriller
It’s not so bizarre to surprise about Trump’s well being proper now. He’s been seen with unusual black marks on the again of his right hand for a number of weeks. However many social media customers had been asking conspiratorial questions that had affordable solutions over the weekend.
There have been the viral videos that confirmed an ambulance driving together with the presidential motorcade. However there’s at all times a medical workforce touring with the president in case of an emergency.
There have been posts stating the truth that flags on the White Home had been lowered. However that was carried out to honor the victims of the taking pictures at a Catholic faculty in Minneapolis. One widespread video on TikTok even claimed flags are by no means lowered to half-mast besides when the president dies, which isn’t true.
Then there have been the claims that Walter Reed hospital, the place Trump was handled when he bought covid-19 throughout his first time period, had closed off a number of roads on Monday. However, once more, that had an affordable rationalization. These roads are sometimes closed throughout vacation weekends. Monday was Labor Day.
There have been numerous variations of this hypothesis, however the fact is we merely don’t know whether or not Trump’s well being is severely deteriorating. The truth that he’s shied away from cameras in latest days makes individuals assume he’s on his final legs.
However AI upscaler instruments aren’t going to provide us any solutions. In actual fact, they’re simply going to make all of us much less knowledgeable.
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