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from
Notes I Won’t Reread
I wont be writing for a few days. Three. four, something around there. Im not giving you a date because i dont like deadlines, and id rather not have strangers refreshing their screens wondering where i am. that sounds incredibly embarrassing for everyone involved. I’ll be away from my phone, or any device. i dont bring unnecessary distractions to work. if i disappear for longer than expected, you can assume im dead. that’ll be the final entry. theres no point checking back every day after that. go do something productive. learn a language, water a plant. annoy someone else. presonally, i doubt it’ll happen. im quite good at what i do, confidence is only arrogance when you’re wrong. but anyway, this place is nice. trees, mountins, fresh air. its quiet enough to remember that nature existed before people started putting cafes every twelve meters and calling it escaping the city. i understand why people say they want to reconnect with nature, i just dont understand why they insist on announcing it to everyone. “digital detox” No, you just walked into a forest, took eighty-seven photos proving you werent on your phone.
Ill stop here. im sure some of you are expecting a proper ending, and thats adorable. if i come back, you’ll know because i’ll write again. if i dont, then you dont get an ending. closure is overrated anyway, and im not offering any. feel free to keep checking, though. im sure thats a wonderful use of your time.
Sincerely, Good luck figuring that out.
from untidy creatures.
Oh hey, remember pre-COVID before the world turned on its head and we all felt more carefree like the future might be okay but then things tumbled into the present day and now the world in many places feels divided into loud bullish thugs versus the other ones?
I miss nuance. It feels endangered. Like a panda (both black and white, you know?).
We're not even moving in slow motion any more. This car crash will not pass go, and you're certainly not getting $200 for your troubles.
I've run out of analogies but you get the idea. I don't miss the past, it’s the past for a reason, but my dwindling enthusiasm for the window seat because I certainly did not ask to be a passenger in the first place is seeping into every facet of my life.
(It turns out there's always another analogy.)
from untidy creatures.
Sunny winter days are laundry days. Days to let the sunlight land on your skin to strengthen one's bones and feel comfortably warm.
Also the days to wax poetical…
The job search continues, and I'm feeling the time pressure more and more. It'll be fine eventually, but the gap between now and then is vast and uncertain. I hate question marks taking up too much space.
I can feel my cognition slipping further and further into the ooze at my current job. Unfortunately. A clear time frame to move on would be beneficial.
from An Open Letter
S: when we were leaving museum as a group G J and V walked off in the other direction without telling me or N anything, and I had to chase after and try to yell to get their attention
T: I felt like it didn’t matter what happened to me, no one cared enough to make sure I was coming and were fine leaving me
F: I feel like just breaking off and isolating, I feel not important or cared for
B: self isolate and spiral into depression
T: They all assumed someone else told and were focused on getting food. Plus J was infront so maybe didn’t hear. Truly a misunderstanding and them not being aware of what happened.
F: I feel hurt, but aimed more towards childhood scars rather than what just happened.
B: I still am a bit more reserved but I won’t spiral as hard and won’t target anything like that towards the wrong people.
from Douglas Vandergraph | Quiet Christian Reflection

I keep returning to the same contradiction. Gen Z can reach more people in a few seconds than most earlier generations could reach in a lifetime, yet many young people still feel painfully alone. That contradiction sits at the heart of Gen Z Is Looking for Jesus, because the renewed curiosity about Christianity is not really about rejecting technology. It is about discovering that technology cannot fully satisfy the human need to be known.
I explored that search from another angle in Gen Z Christianity: Why a Lonely Generation Is Searching for Jesus. The more I think about it, the more I believe many young people are not searching for religion as a performance. They are searching for something real enough to survive after the screen goes dark, the messages stop arriving, and they are left alone with the questions they have been trying not to ask.
I do not believe every member of Gen Z is turning toward Christianity. No generation can be reduced to one spiritual trend. Some young people believe deeply. Some are skeptical. Some have been wounded by churches. Some have never given Jesus much thought at all. But I believe a growing number are discovering that constant communication is not the same as companionship, personal freedom is not the same as direction, and being visible is not the same as being loved.
That distinction matters to me.
I know what it is like to speak to people while carrying things that are difficult to explain. Most of us do. We learn how to give the expected answer. We tell people we are fine because explaining why we are not fine would require more time, trust, and vulnerability than the moment seems able to hold.
Young people have become especially skilled at this because they have grown up in public.
They know how to take a photograph that looks natural even when it took several attempts. They know how to rewrite a sentence before posting it. They understand how quickly a joke, opinion, mistake, or awkward moment can be separated from its context and turned into a permanent judgment.
They have learned to present themselves carefully.
That does not necessarily make them dishonest.
It may mean they are afraid.
The carefully managed self often begins as protection. A person reveals enough to remain connected but not enough to become exposed. They appear confident because uncertainty may be judged. They laugh because seriousness could reveal how much something hurts.
Eventually, that protection becomes another kind of loneliness.
People know the image, but they do not know the person maintaining it.
This is where Jesus feels different.
Jesus never interacted with people as though they were profiles. He did not reduce them to the most visible part of their lives. He saw beneath behavior, reputation, social status, religious language, and public failure.
When Jesus met the Samaritan woman beside the well, He knew her history. He understood the relationships that had shaped her reputation. He knew why the conversation between them crossed boundaries other people considered important.
But Jesus did not begin by embarrassing her.
He asked her for a drink.
I love that beginning because it feels so human. Before the conversation reached theology, morality, worship, or the identity of the Messiah, Jesus created a human moment with someone others may have avoided.
He did not hide the truth from her. Eventually, He spoke openly about her life. Jesus never confused love with pretending that every choice leads somewhere good.
But He did not use truth to make her feel worthless.
That is one of the clearest lessons I see in Jesus.
People can be fully known without being discarded.
That is difficult for many of us to believe. We often assume people love us because they do not yet know enough. We fear that if they saw the anger, shame, doubt, jealousy, weakness, or confusion we keep hidden, the relationship would change.
Sometimes human relationships do change when the truth appears.
Jesus already knows.
He knows what we have done, what has been done to us, and what we have become while trying to survive it. He understands the difference between the wound and the reaction to the wound.
He also understands when the reaction has begun hurting us or other people.
Jesus does not expose the truth so He can humiliate us. He brings it into the light because hidden things continue controlling us.
That is why His love is greater than affirmation.
Affirmation says, “I will agree with the story you tell about yourself.”
Jesus says, “I know the complete story, including the parts you have misunderstood, and I will lead you toward truth.”
Sometimes the story I tell about myself is shaped by fear.
I may believe I am unwanted because someone left.
I may believe I am a failure because something I attempted did not work.
I may believe I must remain strong because nobody can be trusted to help carry me.
I may believe anger is protecting me when it is slowly isolating me.
I may believe approval will finally make me secure even though approval must be earned again every day.
Jesus does not affirm lies simply because I sincerely believe them.
He tells me the truth because He loves me.
That truth is not always comfortable, but it is freeing.
My value does not begin with another person’s reaction.
My identity does not depend on maintaining the correct image.
My life does not become meaningless when I fail.
I do not have to understand every part of myself before approaching God.
Jesus does not say, “Discover the perfect version of yourself, and then come find Me.”
He says, “Follow Me.”
That invitation removes an enormous burden from the individual. It means I do not have to create myself from nothing. I can learn who I am while walking with Christ.
That does not erase personality. The disciples did not become identical people. Peter remained Peter. Thomas asked the questions Thomas needed to ask. John saw things through his own eyes.
Jesus did not remove their individuality.
He challenged whatever kept that individuality from becoming whole.
Peter’s confidence had to be humbled. Thomas’s doubt had to become a decision. The disciples’ desire for status had to be confronted by a Savior who washed their feet.
Following Jesus did not make them less human.
It taught them how to become human without being controlled by fear, pride, ambition, or shame.
I think this is part of what Gen Z is searching for.
They have been told they are free to become almost anything, but few people have acknowledged how exhausting that freedom can become.
When identity is entirely self-created, every change can feel like a crisis. If I discover that something I believed about myself was wrong, what happens to the person I announced that I was?
Christianity offers repentance.
Repentance is often misunderstood as religious humiliation. I see it as permission to stop defending a road that is not leading toward life.
I can say I was wrong.
I can admit that something I called freedom was beginning to control me.
I can recognize that a belief built around pain is not the same as truth.
I can turn.
That is grace.
Grace does not mean nothing matters. It means my mistakes do not have the power to make returning impossible.
Peter denied Jesus three times. He failed publicly, emotionally, and spiritually. The identity he had created for himself as the disciple who would never leave collapsed in a few frightened moments.
Jesus did not pretend it had not happened.
After the resurrection, He returned to Peter.
He restored him without rebuilding the false confidence that had failed him. Peter would now serve as someone who understood his need for mercy.
His failure remained part of his story.
It did not remain the author of his future.
A generation living with permanent digital records needs that message.
You are more than the worst sentence you ever said.
You are more than the photograph you regret.
You are more than the relationship that ended.
You are more than the opinion you once defended.
You are more than what someone else did to you.
Jesus does not erase responsibility. He makes transformation possible.
The church should be the place where people experience that possibility, but I know churches have not always been safe places for honesty.
Some young people have asked sincere questions and received suspicion.
Some have admitted struggles and become subjects of gossip.
Some have watched leaders speak about accountability while avoiding it themselves.
Some have heard Christians defend truth with a cruelty that did not resemble Christ.
We should not become defensive when young people speak about those experiences.
Jesus confronted religious hypocrisy before they did.
He challenged leaders who placed burdens on others while protecting their own reputations. He exposed the difference between appearing righteous and becoming righteous.
The church does not become trustworthy by pretending it has never failed.
It becomes trustworthy through repentance.
That means Christians must be willing to apologize. Leaders must accept questions. Vulnerable people must be protected. Truth must matter more than appearances.
I do not believe Gen Z needs a perfect church.
I believe they need an honest one.
They need people who are willing to say, “I do not know,” without abandoning the search.
They need someone who can listen to a difficult story without immediately turning it into a lesson.
They need Christian friends whose interest lasts longer than the emotional moment.
They need people who remember their names and notice when they disappear.
This sounds ordinary because it is ordinary.
Jesus often worked through ordinary moments.
He sat at tables.
He walked roads.
He entered homes.
He stopped when the crowd wanted Him to keep moving.
He gave individual attention to people everyone else saw as interruptions.
That may be Christianity’s clearest answer to digital isolation.
We become present.
We put the phone down.
We listen beyond the first answer.
We stay after the conversation becomes uncomfortable.
We tell the truth without making humiliation the goal.
We offer a chair instead of merely offering an opinion.
Technology can introduce someone to Jesus. A video, article, prayer, or passage of Scripture may reach a person at exactly the right moment.
But eventually, Christian faith must become embodied.
Someone must show what grace looks like.
Someone must keep a promise.
Someone must forgive.
Someone must admit they were wrong.
Someone must carry another person’s burden without turning that burden into content.
The Word became flesh.
Christian love must become visible too.
I do not know exactly where Gen Z’s renewed spiritual interest will lead. Trends change quickly. Public attention moves. Something celebrated today can be forgotten tomorrow.
Jesus is not a trend.
He does not need to become fashionable to remain true.
Young people may first approach Christianity because they are lonely, anxious, morally uncertain, or exhausted by the pressure of building an identity.
But Christianity becomes more than a reaction when they encounter Christ Himself.
The One who knows them.
The One who tells them the truth.
The One who carried their sin and shame to the cross.
The One who rose from the dead.
The One who still says, “Follow Me.”
Being seen is not the same as being known.
Being affirmed is not the same as being loved.
Being connected is not the same as belonging.
Jesus offers something deeper than all three.
He offers Himself.
Perhaps that is what a lonely generation has been searching for all along.
Your friend,
Explore the complete Douglas Vandergraph Master Index: https://douglasvandergraph.com/douglas-vandergraph-master-index/
Watch Douglas Vandergraph’s faith-based videos on YouTube: https://www.youtube.com/@douglasvandergraph
from hypocritepoet
when in Rome 1988
“The Promise”
If you need a friend Don't look to a stranger You know in the end, I'll always be there But when you're in doubt And when you're in danger Take a look all around, and I'll be there
I'm sorry, but I'm just thinking of the right words to say I know they don't sound the way I planned them to be But if you wait around a while, I'll make you fall for me I promise, I promise you I will
When your day is through And so is your temper You know what to do I'm gonna always be there Sometimes if I shout It's not what's intended These words just come out With no cross to bear
I'm sorry, but I'm just thinking of the right words to say I know they don't sound the way I planned them to be But if you wait around a while, I'll make you fall for me I promise, I promise you I will
I'm sorry, but I'm just thinking of the right words to say I know they don't sound the way I planned them to be And if I had to walk the world, I'd make you fall for me I promise you, I promise you I will
I gotta tell you Need to tell you Gotta tell you I've gotta tell you
I'm sorry, but I'm just thinking of the right words to say I know they don't sound the way I planned them to be But if you wait around a while, I'll make you fall for me I promise, I promise you
I'm sorry, but I'm just thinking of the right words to say I know they don't sound the way I planned them to be And if I had to walk the world, I'd make you fall for me I promise you, I promise you I will I will I will
https://youtu.be/5HI_xFQWiYU?is=te5YXttfp41Mh1xB
from hypocritepoet
Long day, food and flm
Your wolf is going to his fav genre: SciFi with tonights selection: Disclosure Day by Spielberg.
I've been looking forward to it coming to home theater for some time.
Sitting down with my first beer in a month and leftover tacos.
MMMMM. Good night!
from hypocritepoet

Not my job to explain it
Not everyone will understand your journey— and that’s okay.
Some will only see the miles, not the wear and the weight. The wrong turns, the nights you slept on faith when surety fell away over a cliff.
You are not here to make your life acceptable to strangers. You are not required to explain every whim of your heart or submit your longing for peer review.
You’re here to live your life— to follow the pull when it makes no sense, to choose wonder over safety, to answer the call even when no one else hears it ringing.
Let them misunderstand. You were never meant to be explained. You were meant to be become.
from hypocritepoet

Some days you eat the bear
I am consumed.
I am digested.
I am...

from
SmarterArticles

There is a particular kind of silence that now falls in a cosmetic surgeon's consulting room, and it arrives at the moment a patient turns a phone screen around. For most of the modern history of aesthetic medicine, the image on that screen was someone else. A celebrity's jawline. A model's nose. A friend's cheekbones, or a stranger's lips harvested from a social feed. The surgeon could meet that image on familiar ground, because the gap between the patient and the picture was obvious and could be named. You are not that person. Your bone structure is not theirs. We can move towards an idea, but we cannot transplant a face.
Something changed in the spring of 2026, and the change was reported, almost simultaneously, on three continents. The image on the screen was no longer someone else. It was the patient. Or rather, it was a machine's idea of the patient, generated by a chatbot or an image tool, a version of their own face rendered with flawless symmetry, poreless skin, enlarged eyes and a sculpted jaw that the underlying anatomy could never produce. The patient was not asking to look like a star. They were asking to look like themselves, as a piece of software had decided they could be. That request was far harder to refuse, because the gap it asked the surgeon to close was no longer between two different people. It was between a person and a fabrication wearing their own name.
This is a story about a new pressure entering one of the most psychologically fraught corners of medicine, and about a question the technology industry has declined to answer. If an image generator can now function as an unregulated first consultation, producing a personalised outcome that no surgeon can reliably deliver, who carries the responsibility when a patient pursues that fabrication into an operating theatre?
On 23 May 2026, The Guardian reported that plastic surgeons were increasingly alarmed by the rise of what some practitioners had begun calling the “AI face”. The pattern its reporting described was consistent: patients arriving with AI-generated visions of how they wished to look, briefs demanding flawless skin, sharply sculpted cheekbones, refined noses and a near-perfect symmetry that surgeons described as time-consuming, prohibitively expensive and, in many cases, simply physically unattainable. The hyper-symmetry was the tell. A machine can render a perfectly mirrored face in a fraction of a second. A scalpel and a living skull cannot follow it there, because real faces are not symmetrical, and the small asymmetries are part of what makes a face read as human rather than synthetic.
The surgeons the paper spoke to were precise about the mechanism. Alex Karidis, a plastic surgeon based in west London, located the problem in the difference between a rendering and a body. AI, he observed, “can control every single pixel”, whereas “surgery certainly doesn't work on that microscopic detailed level”. He described the images as being “seared” into patients' minds, and said colleagues had recently been inundated with them. Nora Nugent, a cosmetic surgeon practising in Tunbridge Wells and the president of the British Association of Aesthetic Plastic Surgeons, described the same effect in language a psychiatrist would recognise. Her clients were arriving with AI-beautified photographs of themselves and a settled conviction that surgery could reproduce them exactly. “Once you see an image,” she told the paper, “it's wired into you.” That phrase is worth holding on to, and it will return, because the organisation Nugent heads is also the one that has built a formal instrument for screening patients before surgery.
Days earlier, on 18 May 2026, Futurism reported the same phenomenon, drawing on Business Insider's reporting and framing it as a clinical experience rather than a marketing curiosity. Rachel Westbay, a cosmetic dermatologist practising in New York, recounted a patient who arrived with a caricature-like image generated by ChatGPT, a face with huge, doll-like eyes, a “Bratz doll” aesthetic of vast lips and a chiselled jaw. Sachin Shridharani, a Manhattan plastic surgeon, described a woman in her seventies who presented an AI-generated photograph and asked to be made into a kind of surgical time machine, a younger version of herself the software had conjured for her.
The most compact summary of the problem came from the top of the profession. Steven Williams, a plastic surgeon practising in the Bay Area and president of the American Society of Plastic Surgeons, the largest professional body in the field, told Business Insider that patients had brought him AI-generated images for breast augmentation, body contouring and rhinoplasty. His verdict on the distance between what the software offers and what an operating theatre can deliver ran to five words. “Pixels are easier than surgery.”
The whole of this story is folded inside that sentence. A pixel has no blood supply. It does not scar, swell, heal unevenly or age. Williams put the constraint plainly: bodies, he said, “aren't clay”, and there are “physiological and organ systems that we have to protect when we're doing these surgeries”. An image generator is under no such obligation, and, crucially, it does not disclose that it is under no such obligation. It simply produces the picture. When the president of the largest professional body in aesthetic medicine finds himself explaining that a human face is not a rendering surface, the gap between the two media has become a clinical problem.
The third report came from South Korea, the country with arguably the most developed cosmetic surgery market in the world. Seoul Economic Daily, alongside reporting carried by The Korea Herald, documented a parallel development on the supply side. AI-generated imagery was being used as fabricated before-and-after evidence in the marketing of cosmetic surgery clinics, hair-loss treatments and aesthetic medicine, with creators on freelance platforms offering such advertising photographs for as little as ten thousand to thirty thousand won an image, roughly seven to twenty-two US dollars. The Korea Fair Trade Commission was reported to be moving to revise its advertising guidelines to require disclosure when AI-generated virtual figures appear in adverts.
Put the three reports together and the shape of the problem becomes clear. On one side, patients are pre-convinced by fabricated outcomes in advertising. On the other, they are generating personalised hallucinations of their own faces and bringing them in as briefs. The patient arrives already persuaded, twice over, by images that were never constrained by anatomy, healing or the stubborn particularity of a living body.
To understand why this is more than a novelty, it helps to be precise about what an AI-generated self-image is and is not. A beauty filter, ubiquitous on social platforms for the better part of a decade, augments a live image. It smooths, enlarges and reshapes in real time, but it remains tethered to the moving, three-dimensional face beneath it. Most people, on some level, understand the filter as a costume. A heavily edited photograph of a celebrity is a different thing again: an idealised image of another person, retouched towards an impossible standard, but still legibly someone else.
None of this is hypothetical, and the profession is not meeting the pattern for the first time. It has already lived through one version of this story, and that version has a name. In 2018 the British cosmetic doctor Tijion Esho coined the term “Snapchat dysmorphia” to describe a shift he was seeing in his own consulting room: patients who had once arrived holding a photograph of a celebrity were now arriving holding a filtered photograph of themselves. Later that year the phenomenon received a clinical framing in JAMA Facial Plastic Surgery, where Susruthi Rajanala, Mayra Maymone and Neelam Vashi of Boston University described patients seeking procedures in order to resemble their own edited selfies, and warned that a technology which had put an idealised self in every pocket was blurring the boundary between reality and fantasy in a way capable of triggering or aggravating body dysmorphic disorder.
The numbers that accompanied that warning are the best calibration anyone has for what is happening now. The American Academy of Facial Plastic and Reconstructive Surgery has asked its members, year after year, whether patients are seeking cosmetic procedures in order to look better in their own photographs. In the survey that first identified the trend, in 2016, forty-two per cent of surgeons said yes. The following year the figure was fifty-five per cent. By the survey covering 2019, seventy-two per cent of members were reporting it, and by the academy's results for 2021 the proportion had reached seventy-seven per cent. Whatever else the filtered selfie was, it was not a marginal preoccupation confined to a handful of unusual patients. Within five years it had become the most commonly reported driver of demand across an entire surgical speciality. The empirical literature has continued to accumulate, with recent work by Garg and colleagues in the Journal of Consumer Behaviour examining the relationships between AI beauty filters, appearance self-esteem and social comparison, and finding the associations clinicians had been describing anecdotally for a decade.
Hold that trajectory in mind, because the filtered selfie was the milder case. The AI-generated self-image collapses the filter and the retouched celebrity photograph into something more potent. It is not tethered to a live face, so it is free to violate anatomy entirely. It is not someone else, so it cannot be dismissed as aspiration. It occupies a uniquely persuasive middle ground: photographic in texture, specific in its claim, personal in its subject. It looks like a photograph of a result rather than a drawing of a wish. Because the human visual system is built to trust photographs, it arrives carrying an authority it has done nothing to earn.
The escalation is the point. The filter was tethered to a live face, and it was legible as a costume, something the patient could take off. The AI self-image removes both constraints at once. If a tethered, removable costume was enough to move surgeon-reported demand from forty-two per cent to more than three-quarters of a profession inside five years, the question nobody has yet asked seriously is what an untethered, photographic, personalised generator does next.
This is the mechanism the surgeons kept circling. The patient is not asking to be made into a stranger. They are asking to be made into themselves, and they are holding what appears to be proof that this self exists. The ordinary tools of the consultation, the gentle reality test, the explanation of what bone and soft tissue will and will not allow, run into a counter-argument that feels incontrovertible to the person holding the phone.
There is a deeper problem still. The image generator has no model of the patient's anatomy. It has no scan of their skull, no map of their soft tissue, no knowledge of how their skin will scar or how their face will age. It is a statistical engine producing the most plausible pretty face given a prompt and a reference. It is not predicting a surgical outcome. It is averaging towards a learned ideal and stitching that ideal onto a recognisable identity. The result can look astonishingly specific while being, in the only sense that matters clinically, completely uninformed.
None of this would matter quite so much if cosmetic surgery were a low-stakes consumer transaction. It is not, and the reason has been documented in the psychiatric literature for decades, well before any chatbot could render a face.
Body dysmorphic disorder, BDD, is a recognised psychiatric condition characterised by a preoccupation with a perceived defect in appearance that is either imagined or, where some basis exists, grossly exaggerated in the sufferer's perception. The defining feature, from the perspective of this story, is that the distress lives in perception rather than in the body. The reference point against which the sufferer measures themselves is internal and distorted, and it does not move when the body does.
The clinical consequence is stark and consistent across the evidence base. Cosmetic surgery does not resolve BDD, and frequently makes it worse. Research reviewing outcomes of cosmetic treatment in people with the disorder has found that the substantial majority experience no improvement or an active worsening of symptoms, with one body of work reporting that around two-thirds of cosmetic treatments led to no change or deterioration. Because the distress originates in a distorted perception of the self rather than in any feature a scalpel can reach, altering the feature does not touch the source. The preoccupation does not dissolve. It migrates, fixing on a new flaw, and the patient returns seeking the next intervention, often angrier than before, moving from procedure to procedure in pursuit of a settled feeling that never arrives, and occasionally turning to self-administered surgery when clinicians decline to continue.
How many such patients are in the waiting room is a question the literature has answered several times, and the striking thing is that successive meta-analyses have revised the figure upward rather than down. A 2017 systematic review with meta-analysis by Ribeiro, published in Aesthetic Plastic Surgery, pooled the plastic surgery and dermatology evidence and arrived at just over fifteen per cent. A 2022 meta-analysis by Salari and colleagues in the Journal of Plastic, Reconstructive and Aesthetic Surgery, drawing on forty-eight studies and almost fifteen thousand participants, put it at a fraction over nineteen per cent, with a confidence interval running from roughly sixteen to twenty-three per cent. The most recent work, a 2025 systematic review and meta-analysis by Pérez-Buenfil and colleagues in the Journal of Cosmetic Dermatology, found a prevalence of around twenty-four per cent among plastic surgery patients. Set any of those against a general population figure of roughly one to two per cent and the concentration in the cosmetic consulting room is somewhere between ten and twenty times higher. The trend line matters as much as the number. The estimate has moved from about a seventh of patients, to around a fifth, to very nearly a quarter, and it has moved in that direction over precisely the years in which the filtered selfie became the profession's most commonly reported driver of demand.
The professional consensus has accordingly long held that BDD is, broadly, a contraindication to cosmetic surgery, and that the appropriate response is psychological care rather than the knife. It is why responsible screening probes motivation and insight rather than cataloguing what a patient would like changed, and why a patient who shifts their dissatisfaction the instant one concern is addressed is treated as a clinical warning rather than a customer to be satisfied.
Now consider what the AI-generated self-image does to a patient whose perception is already distorted. The defining clinical problem in BDD is an internal reference point that is unreal and immovable. The personalised AI image takes that distortion and externalises it into something that looks photographic, specific and achievable. Where the sufferer once had a vague and shifting sense that they ought to look different, they now have a high-resolution artefact that appears to prove it, an image they can hold up, return to, and present as a brief. The hallucination has been laundered into evidence.
Set this in the room and the bind facing the conscientious surgeon comes into focus. They are trained to assess feasibility, to manage expectations and to screen for psychological risk, and they are now being handed reference images engineered, however unintentionally, to defeat all three.
A skilled practitioner will look at an AI self-image and see immediately what is wrong with it as a surgical brief: the symmetry that cannot be built, the eye size no procedure produces, the skin texture that belongs to a render rather than to living tissue. But the explanation runs against a patient who has effectively already had a consultation, conducted by a machine that told them, in the most persuasive medium available, that the outcome is theirs. The surgeon is no longer the first voice in the conversation. They are the second, and they are contradicting an image the patient experiences as authoritative.
There is a commercial gradient running through this too, and it would be naive to ignore it. Cosmetic surgery is, in large part, a private market. A surgeon who repeatedly tells patients that what they want is impossible is turning away business a competitor down the road may be willing to take. The ethical literature in aesthetic surgery has begun to grapple explicitly with the difficulty of saying no, precisely because the structural incentives push against refusal. The AI image sharpens that pressure, widening the gap between the practitioner who holds the line on anatomical reality and the one prepared to chase a render for a fee.
There is also the matter of consultation time. Surgeons describing the trend report that appointments now run longer, because so much of the visit is spent dismantling an expectation that arrived fully formed. The clinician is cast from the outset as the bearer of bad news rather than as a guide, and the patient who walks out unconvinced does not necessarily abandon the goal. They take the same image to the next clinic, and the one after that, until they find someone willing to attempt it. The image, in other words, does not stay in one room. It shops.
If the machine is now performing a first consultation, it is worth asking what standards govern that consultation. The answer, at present, is effectively none.
The contrast with the regulated parts of the field is instructive. In the United Kingdom, a surgeon who advertises cosmetic procedures operates under the Advertising Standards Authority and the committees that write the advertising codes, whose guidance on the marketing of surgical and non-surgical cosmetic procedures specifically addresses misleading claims, including exaggerated or unrealistic before-and-after imagery. Any such image used in an advert is expected to reflect a genuine result, and marketers are warned against using post-production techniques to enhance the very areas the procedure is meant to address. The General Medical Council sets standards of consent and probity for doctors who offer cosmetic interventions, and the Royal College of Surgeons of England has issued professional standards for cosmetic practice. In the United States, the Federal Trade Commission finalised a rule in 2024, in force from that October, banning fake and AI-generated consumer reviews and testimonials, with penalties running to tens of thousands of dollars per violation.
The most pointed instrument belongs to the British Association of Aesthetic Plastic Surgeons, which has developed structured psychological screening, including a tool intended to help surgeons assess a patient's underlying motivations and identify those who should not be offered treatment at all. The body that built that instrument is the one whose president, Nora Nugent, is the surgeon describing AI images as being wired into patients. The profession that constructed a formal defence against distorted self-perception is now watching a technology arrive that is, in effect, engineered to defeat it. Work published in the Aesthetic Surgery Journal on piloting a Cosmetic Readiness Questionnaire points the same way, towards validated preoperative psychological assessment rather than the clinician's unaided judgement. The instruments exist. What they were not designed for is a patient who arrives already holding photographic-seeming proof.
Every one of these instruments shares an assumption: that the dangerous content is something a clinic or a business publishes, and that responsibility can be pinned to a regulated actor with a name and a duty of care. A clinic that fabricates a before-and-after photograph is liable. A doctor who misleads a patient about a likely outcome has breached their professional duty. An advertiser who exaggerates results can be made to take the advert down.
The AI self-image slips through every one of these nets, because it is generated by the patient, on a general-purpose consumer tool, outside any clinical or commercial relationship. No clinic published it. No doctor endorsed it. No advertiser claimed it as a result. It is, in regulatory terms, a private act of imagination, except that it was performed by a system marketed and operated by one of the largest companies on earth, a system that produced a photographic-seeming medical-adjacent prediction with no competence to do so and no warning attached. The Korean response, requiring disclosure when AI figures appear in advertising, addresses the supply side. It does nothing about the demand side, the patient generating a personalised impossible face at home and carrying it into a clinic as a brief. We have built elaborate rules for the people who sell cosmetic procedures and rather fewer for the tools that shape what people walk in asking for. The most consequential image in the entire transaction is produced in the one place no regulator is looking.
It is worth steel-manning the position of the companies whose tools produce these images, because they will make their case and parts of it are not unreasonable.
They will say, first, that they did not ask anyone to use an image generator as a surgical planning tool, and that no reasonable person should treat a chatbot's output as a clinical prediction. The tools are general-purpose. People use them to draft emails, write code and make birthday cards. That some users repurpose a flattering self-portrait as a brief for irreversible surgery is, on this view, a misuse no more foreseeable than a thousand others.
They will say, second, that the alternative, building anatomical guardrails into image generation so that it refuses to produce idealised faces, would be both technically fraught and a form of paternalism users would reject. Where, exactly, would the line sit? A smoothed complexion is harmless. A subtly slimmed jaw is harmless. At what point does an aesthetic preference become a dangerous medical fabrication, and who is the platform to decide?
These arguments have force, and a serious response has to concede it. But they are not sufficient. The harm here is not incidental to what the tool does well. It is a direct expression of it. The same capability that makes these systems delightful, their ability to produce a confident, fluent, photographic-seeming answer to almost any prompt, is exactly what makes them dangerous here. The tool is not malfunctioning when it renders an impossible version of a patient's face. It is doing what it was built to do, which is to give the user the most appealing plausible output, unburdened by any obligation to say whether that output corresponds to anything achievable.
Foreseeability, too, is doing less work for the platforms than they would like. Once the phenomenon has been reported in The Guardian, in the American business press and in the South Korean papers, once the president of the American Society of Plastic Surgeons is publicly explaining that pixels are easier than surgery, the use is no longer unforeseeable. It is documented. And the line-drawing objection, while real, is an argument for difficulty, not for inaction. Platforms draw exactly these sorts of contested lines constantly, around violence, around medical misinformation, around self-harm content. The claim that aesthetic body modification is uniquely impossible to handle is not credible from companies that have built elaborate apparatus for every other category of sensitive content. What is missing is not the capability. It is the incentive.
Strip the question to its core. A patient undergoes an irreversible procedure in pursuit of a result that was always a fabrication. Who bears responsibility?
The honest answer is that it is distributed, and that the distribution is currently arranged so that the party with the most power to prevent the harm carries the least exposure to its consequences.
The surgeon who operates carries responsibility, and the existing framework is right to hold them to it. The duty to assess feasibility, to obtain genuinely informed consent, to screen for psychological vulnerability and to decline when a request is anatomically impossible or psychologically driven does not evaporate because the patient arrived holding an AI image. If anything, the image makes that duty more demanding. A surgeon who proceeds knowing the brief is impossible, or who fails to screen a patient whose attachment to an AI rendering of their own face should itself be a warning sign, is not absolved by the technology. They are tested by it.
The clinics and marketers who deploy fabricated AI before-and-after imagery carry a clearer responsibility, and this is the part the existing rules already reach. Presenting a generated outcome as a genuine result is deception, whether the tool that produced it is a paintbrush, Photoshop or a diffusion model, and the regulatory machinery, the advertising codes, the Federal Trade Commission's rule on AI-generated testimonials, the Korean move towards mandatory disclosure, is correctly aimed here. The task is enforcement at the pace the technology now allows.
But the party that has escaped the conversation almost entirely is the one whose tool performs the unregulated first consultation. The platforms producing these personalised impossible faces have constructed, without intending to, a new actor in the cosmetic-medicine pathway: a system that shapes patient expectation before any clinician is involved, that anchors distorted self-perception in photographic-seeming evidence, and that does so with no duty of care, no warning and no competence in the domain it is effectively practising. To say this carries no responsibility because the tool is general-purpose is to mistake the absence of a rule for the absence of a harm.
What responsibility would look like is not mysterious, and it does not require resolving the hard philosophical question of where aesthetic preference ends and dangerous fabrication begins. It begins with the modest steps the industry takes seriously in every other sensitive domain. Clear disclosure that a generated image is not a prediction of any achievable outcome, surfaced at the point of generation rather than buried in terms of service. Friction or refusal when a tool is asked to produce idealised surgical transformations of a real person's uploaded face. Honest communication of uncertainty, the thing these systems are worst at. None of this is beyond companies that can render a photorealistic face from a sentence. It is a question of whether they are made to, and so far nothing has made them.
It would be a mistake to read this as a narrow story about vanity, or about a handful of patients with outlandish requests. The cosmetic surgery consulting room is simply where a much larger pattern has become legible early, because the stakes there are physical, irreversible and easy to see.
The pattern is this. Generative AI produces confident, fluent, plausible-seeming output across every domain it touches, without any reliable internal model of whether that output is true, achievable or safe. In most contexts the cost of a confident fabrication is an embarrassing error, a wrong fact, a broken line of code, a citation to a paper that does not exist. In cosmetic medicine, the cost is written onto a human body that cannot be returned to its previous state, and it is written most heavily onto the patients least equipped to resist it, the ones whose perception of themselves was already distorted before the machine handed them a photograph of the distortion.
The patients arriving with AI images of their own impossible faces are early indicators of what happens when a technology optimised for plausibility meets a human vulnerability optimised, by disorder, to believe a flattering lie about the self. The reporting that surfaced this in May 2026 deserves to be read not as a curiosity from the frontier of beauty, but as a warning about what emerges when we deploy systems extraordinarily good at producing what we want to see and entirely indifferent to whether it is real.
The face is just where it showed up first. The patient turns the phone around, and the silence falls, and on the screen is a version of a person that the most powerful image-generation systems ever built have declared to be possible. Pixels, as the president of the American Society of Plastic Surgeons put it, are easier than surgery. Those systems were never in a position to make that promise. The question, still unanswered, is what we are going to do about the fact that they made it anyway, and that someone, somewhere, is already booked in to have it carved into their living face.

Tim Green UK-based Systems Theorist & Independent Technology Writer
Tim explores the intersections of artificial intelligence, decentralised cognition, and posthuman ethics. His work, published at smarterarticles.co.uk, challenges dominant narratives of technological progress while proposing interdisciplinary frameworks for collective intelligence and digital stewardship.
His writing has been featured on Ground News and shared by independent researchers across both academic and technological communities.
ORCID: 0009-0002-0156-9795 Email: tim@smarterarticles.co.uk
Listen to the free weekly SmarterArticles Podcast
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Roscoe's Story
In Summary: * Betcha' this old bird sleeps well tonight. Because last night I barely slept at all. Just before I turned in the system update monster hit my Pixel 6 Andriod phone and it kept going, and going, and when it finally stopped, I couldn't turn the darn thing on! It didn't recognize my thumb print, then it refused the password I had to enter. I kept trying, and the phone kept refusing to turn on. Finally, approx. 6:50 AM, it turned on and I was able to move into my day.
Don't know how much of tonight's ball game I'll be able to follow before sleep sends me to bed, but I'll catch what I can.
Prayers, etc.: * I have a daily prayer regimen I try to follow throughout the day from early morning, as soon as I roll out of bed, until head hits pillow at night.
Health Metrics: * bw= 226.86 lbs. * bp= 142/83 (70)
Exercise: * morning stretches, balance exercises, kegel pelvic floor exercises, half squats, calf raises, wall push-ups, BP breathing exercises, pilates
Diet: * 05:10 – 1 banana * 06:45 – pizza * 15:40 – 1 seafood salad and cheese sandwich * 17:30 – bowl of ice cream
Activities, Chores, etc.: * 01:30 – listen to local news talk radio * 04:30 – bank accounts activity monitored. * 05:10 – read, write, pray, follow news reports from various sources, surf the socials, nap * 12:00 – go to Retina Doc appointment * 13:30 – research other specialists in SA that accept my health insurance * 16:00 – read, write, pray, follow news reports from various sources, surf the socials * 18:30 – tune into 94.1, San Antonio's Sports Star, ahead of tonight's Rangers vs Mariners MLB game.
Chess: * 16:16 – moved in all pending CC games
from
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Our Father Who art in Heaven Hallowed be Thy name Thy Kingdom come Thy will be done on Earth as it is in Heaven Give us this day our daily Bread And forgive us our trespasses As we forgive those who trespass against us And lead us not into temptation But deliver us from evil
Amen
Jesus is Lord! Come Lord Jesus!
Come Lord Jesus! Christ is Lord!
from
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The apiary be Scottish run to mute Late December this hugger And seeing simply rise What time in Hearst for Will Enough of oak And seeming simpler For five octet and lane And pasture by the law Economy forever- and nines to the Moon Giving ray to God And night shall let us be- the end of war.
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Sudden And Unusual (Fire Me)
For the time this week And known purchases to comply Based on a long trip It was Eesti and reunion But to Marshall the pretend And signs of rupture to Maghreb We were the universe And the dollar bill and its army And the anguish of a hundred And of an angel And a country To see the solemn survive To review And to take rest In timely we view The place in need of secure To feel and not pretend That enemies lay unprotected So surely to invoke The night of one regret Sitting and careful then On the twentieth we have war And made amends- to the grief of an aging course The repetition in union And solely reported by men And to the new unlabour speaks might There was something of May about Nothing says to the incline Of a past to restruggle the evident To the Eastern laity of war Thoughts for the tide and umber sea The days to King and Commonwealth We stayed upon the open sea And to retract all returning The West at due May course To front every place but our prism And sailing to the better of men Portions inland The legacy of war And returning our inland sea To the abode of a distant and weary men This water to the knees and on time In Justice, youth re-une In highly react-to at war And the sympathy of maiming still What is war and whatever is LCD To discourage the damage And to be fine with the greatest of men We will not live underground And we will have Victory at last.
To the Blessed Virgin Mary, our Patron and Saint at war.
from hypocritepoet
Restoring broken sculptures, is kind of fun.
MOst of the major shapes have found their home. Down to the hard stuff: the 20 or so little bits that will require actual brain-power to figure out.
But, it's a thing:

from Lastige Gevallen in de Rede
Het zat tijdens mijn leven eigenlijk altijd mee werd het eens lastig dan spleet spontaan de zee in twee het ontbrak het me nooit aan aandacht aan de telefoon stond ik zelden lang in de wacht ik kon iedereen voor alles belonen met minsten vier sterren niemand wou mij de weg naar boven versperren ik word flink bewonderd, ontvang een degelijk honorarium het enigste waar het nog aan ontbreekt is een stipendium een klein stipje van een endium is al genoeg maar waarschijnlijk is het voor zoiets nog te vroeg of voor iemand zo volrijp als mij exact te laat of misschien er zijn momenteel onvoldoende stipendia op voorraad
Ik ben altijd iedere keer meer dan voldoende beloond voor alles wat ik naar vermogen heb uitgespookt zij die bij mij kwamen gingen nooit ontevreden weer weg alles wat ik kwijt speelde kwam later weer terecht Ik was altijd stukken rijker dan uranium het enigste waar het nog aan ontbreekt is een stipendium maakt mij niet uit waarvoor ik het ontvang het is de eer en het respect waar ik naar verlang al krijg ik er een voor het verlangen ernaar of voor zelf opoffering aan een afgedwongen huwelijks altaar
stipendium o sti pen dium jij bent voor mij net zo onmisbaar als water voor een aquarium stipendium o sti pen dium jij bent als de dood voor het mortuarium onmisbaar opgebaard voor het nageslacht kortstondig bewaard jij bent het laatste artikel op mijn verlanglijst de rolkoffer voor mijn levensreis stipendium o sti pen dium zonder jou ben ik als een kop zonder munt zit in mijn volle leven een lek zal ik uiteindelijk iedere ochtend voor niks en niemands belang chagrijnig worden opgewekt maar als ik een stipendium mag ontvangen al is het maar voor doelloos omhangen hoef ik er nooit meer reikhalzend naar te verlangen sti pen dium