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AI’s ‘Zoom and Improve’ Is Bullshit

Hypothesis about Donald Trump’s declining well being was working rampant on social media over the vacation weekend as Individuals puzzled whether or not the president was really on his deathbed. Some folks 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 pictures like Bigfoot within the wild.

However utilizing AI like that could be a full waste of time. The AI solely confused folks as a result of these “enhancements” can’t really offer you a extra sincere image of a grainy photograph. AI simply provides bullshit that wasn’t there to start with.

Affected person zero for the AI-induced nonsense about Trump this weekend gave the impression to be a Bluesky consumer named Christopher Webb. The web sleuth wrote, “Right this moment’s press pool photograph exhibits Trump leaving the White Home this morning,” whereas sharing a grainy photograph from Getty Photos.

“I enhanced the picture. And significantly, can an skilled clarify what the hell is going on to his brow? Proper above his nostril and proper forehead,” Webb continued, watermarking the picture within the lower-right nook.

Right this moment’s press pool photograph exhibits Trump leaving the White Home this morning.

I enhanced the picture. And significantly, can an skilled clarify what the hell is going on to his brow? Proper above his nostril and proper forehead.

[image or embed]

— Christopher Webb (@cwebbonline.com) September 1, 2025 at 8:49 AM

And that AI-augmented picture rippled across the total English-speaking web.

Grok informed me it’s actual

It did look bizarre. The AI-altered photograph confirmed what gave the impression to be a big mass on Trump’s brow, inflicting folks 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 data.

Two tweets speculating concerning the mass on Trump’s head, which was added by AI enhancement instruments. © X

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 photograph was legit. Grok insisted the photograph was actual “with no apparent indicators of photoshopping.”

Grok Real Trump
© X

Grok, after all, usually will get issues fallacious, even when it’s not being deliberately manipulated by its billionaire proprietor, Elon Musk, to spit out far-right speaking factors. Musk, as you could 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 really deliver 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.

Examine the flag

Possibly one of the best ways to know what’s occurring is to have a look at the flags on Trump’s hat within the unique photograph and the AI-enhanced picture. What do you discover?

Hat Flag Side By Side
Photos: Getty / Bluesky

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 presupposed to appear to be and made it sharper. It managed to eliminate the celebrities within the course of, solely producing stripes. Sharper stripes, certain. 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 bear in mind when Will Smith slapped Chris Rock on stage on the Oscars in 2022? The video circulated extensively, 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, pictures have been going viral purporting to indicate some type of bizarre prosthetic on Rock’s face. The conspiracy concept was that Smith’s slap had been deliberate prematurely by the producers of the Academy Awards and that we have been seeing some type of pad that will cushion the blow of any bodily contact.

Image likely enhanced by AI of Chris Rock from March 2022 that added a weird fold to his skin.
Picture doubtless enhanced by AI of Chris Rock from March 2022 that added a bizarre fold to his pores and skin. © X

It was an odd concept, given the truth that a tiny protecting cushion wouldn’t do a lot when you slapped somebody. However that’s what the web ran with. And it appeared that folks have been simply importing the extra pixelated pictures of Rock to AI upscaler instruments in an try and 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 data 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 instrument referred to as Face Depixelizer was being promoted as a strategy to flip pixelated pictures into sharp pictures. However folks shortly discovered simply how foolish it was by utilizing pictures of well-known folks like President Barack Obama, who was remodeled right into a white man.

Face Obama Ai
© X

The deal with social media on the time was about how these instruments have been racially biased. However biased or not, the instrument merely didn’t work as marketed. You have been presupposed to be getting a greater take a look at the world. And it gave you a extra inaccurate one, no matter race.

Individuals shared a few of the most humorous examples on X, which was then generally known as Twitter earlier than Musk purchased the location.

As you’ll be able to see, the AI instrument is simply doing its finest so as to add data, usually lacking issues that we are able to even see with the bare eye. And there’s that bias, which can have beforehand been unintentional however is actually far more intentional when guys like Musk are tinkering with the weights.

Ought to we write off upscaling utterly?

With regards to AI upscaling, not all purposes are unhealthy. In the event you’re attempting to get a sharper picture for a fictional situation, like in a video game, there are use circumstances that make sense. However the confusion round what AI upscaling really does can lead folks to imagine the pc program is giving them a greater take a look at actuality. And that’s simply not true.

There was a development just a few years again to upscale a few of the earliest quick movies, together with clips from the nineteenth century, and it gave folks the impression that they have been seeing one thing extra sincere. And whereas the approach was fascinating to see, it gave folks a misunderstanding.

The faces that viewers may abruptly make out (which had beforehand been too grainy and pixelated to see clearly) have 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 folks in that video embody 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 have been asking conspiratorial questions that had cheap solutions over the weekend.

There have been the viral videos that confirmed an ambulance using together with the presidential motorcade. However there’s all the time a medical staff touring with the president in case of an emergency.

There have been posts stating the truth that flags on the White Home have been lowered. However that was performed to honor the victims of the capturing at a Catholic college in Minneapolis. One standard 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 received covid-19 throughout his first time period, had closed off a number of roads on Monday. However, once more, that had an inexpensive clarification. These roads are sometimes closed throughout vacation weekends. Monday was Labor Day.

There have been numerous variations of this hypothesis, however the reality is we merely don’t know whether or not Trump’s well being is significantly deteriorating. The truth that he’s shied away from cameras in latest days makes folks assume he’s on his final legs.

However AI upscaler instruments aren’t going to provide us any solutions. In truth, they’re simply going to make all of us much less knowledgeable.

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