AI Is Learning to Look Human. Humans Are Learning to Look AI.

Kitana M. Crowelle

1 day ago

3 min read

Historically speaking, faces had character. Whether it’s a simple mole near the mouth, natural wrinkles, scars, or even naturally colored teeth. But something happened between the rise of Instagram and the popularity of plastic surgery, where we slowly and surely lost the meaning of real beauty, and this equally affects both women and men. We didn’t lose our original faces overnight; we lost the reference point. Just as you forget a language, you stop speaking. Children today aren’t just inheriting new beauty standards but inheriting a world with no memory of the standard before it. And when there’s nothing left to compare the “ideal” to, there’s little to no way to recognize it as artificial. It simply becomes the truth.

Many of us critique artificial intelligence, but we don’t realize modern human beauty standards are artificial themselves; the only difference is that we can now apply that AI effect tangibly and physically. Many of us moan and complain about AI’s consequences for our world and culture, worried that ‘fake’ will suddenly become unrecognizable, that the digital will take over what’s real. Unfortunately, the ability to undergo surgery and transform our body parts is already doing that job, and we’ve almost forgotten it. “Raw” was erased in an operating room long before it was ever erased in a data centre.

Not long ago, undergoing the painful process of physically transforming our appearance or bodies was often tied to necessity: an accident, an insecurity born from trauma, or even a sacrifice that left permanent physical differences, such as giving birth. But it became less about necessity, and now these processes are a luxury. Something desirable but no longer essential. Less “I need to do this” and more “I want to do this.” Today, plastic surgery isn’t just a choice; it’s framed as a form of freedom. The taboo once attached to cosmetic procedures has faded, replaced by something favored and fashionable. The new darling of the industry.

The problem with this cultural marker is that, just as AI pulls information from archival libraries, digitizing it and, in the process, erasing the original, we too have started replacing and forgetting the reality of human beauty. Unnoticed at first, small lips became a problem; Greek noses became undesirable; thin hair stopped being glamorous. Most natural things had to be modified, filled with insecurity instead of confidence. Unlike a digital archive, which can theoretically be restored from a backup, a face reshaped by the scalpel has no version history. Once it’s gone, there is no undo button, only the next procedure promising to fix what the last one didn’t.

The normalization of physical modification has created extreme self-criticism and a violent, tyrannical belief in a manufactured "ideal."

Much like AI, our faces have become digital products, reflecting a hyperreality of little to no originality. Human imperfections are now beauty data, forced into simulated flawlessness and symmetry, all in service of the internet’s obsession with youth. The core problem is this: plastic surgery used to promise a better version of you. Now it promises a better version of an image that was never real to begin with. A copy of a copy of a copy, one that may or may not have an original at all. People are no longer finding solace in the depth of an individual's beauty but in a flattened, optimized template, distorted in all the “right” ways. Ethnic characteristics are homogenized and deemed less favorable unless a celebrity or a group of influencers finally decides otherwise.

The truth is uncomfortable: humans didn’t wait for machines to teach us how to manufacture perfection; we did it ourselves, one procedure, one filter, one insecurity at a time. AI simply learned from the blueprint we already built inside the system. So, when we panic about a future where nothing is real anymore, we should ask ourselves, "Hasn't that future already arrived, under local anesthesia? We are the algorithm. We are the copy pretending to be the original. And until we’re willing to admit that the artificial began with us, not with our machines, we will keep critiquing AI as if we weren’t the ones who wrote its first draft, in our own skin.