The Cynical Nerd

From Personal Life Coaches to AI Necromancers

Made-up nonsense deserves a special cauldron in hell

Cast your mind back. 2003, maybe 2007. The internet is a feral child with a credit card and boundless self-esteem. Forums are exploding. Blogging is ascendant. And everywhere, everywhere, someone is suddenly an expert in a field that did not exist eighteen months earlier.

SEO Specialist. Social Media Strategist. Digital Brand Alchemist. Life Transformation Coach. Certified Abundance Mindset Facilitator. You laugh, but I promise you there was absolutely a person charging $400 an hour for that, with a testimonials page, a cursive logo, and a header image of a woman laughing at a salad like she had just discovered enlightenment in vinaigrette.

We look back at that era as if the absurdity was obvious. Wild west, we say. Anyone could just claim things. No accountability. No gatekeeping. No shame, apparently. Eventually some of those fields matured. Or at least parts of them did. The rest just changed fonts and kept invoicing.

Then AI kicked the door in.

And here we are, in 2026. Look at this list without me telling you which decade each title is from:

Take your time. There is no wrong answer, only a correct one.

Before anyone starts hyperventilating, yes: real AI expertise exists. There are researchers, engineers, clinicians, and other serious people doing serious, accountable work in this space. People with institutional affiliations, published research, methodological constraints, and something to lose if they get it wrong. This is not about them. They are busy being rigorous somewhere and are unlikely to interrupt that to call themselves a Synthetic Emotional Infrastructure Specialist on LinkedIn.

The pattern I am talking about is older than AI and somehow even more embarrassing. It appears whenever something new outruns the institutions that would normally define it, regulate it, or at least make people feel mildly ashamed before calling themselves pioneers. The vacuum gets filled. It always does. The only thing that changes is what kind of bullshit gets poured into it.

The social media gurus of 2009 were selling you a bad content calendar and an inflated sense of your brand voice. The crypto coaches of 2017 were selling you financial advice in the tone of a youth pastor explaining why God wants you to buy Ethereum. But at least those products did not remember your name, respond to your feelings, or ask how your day was. The stakes went up. The credentials did not.

Some fields can survive a few years of fake experts finding their feet. Some fields are higher-stakes than others. You do not let someone practice medicine while they are “still figuring it out in public,” because that would be insane. Some domains do not benefit from beta-testing the advisor.

The Pipe Symbol Is Doing a Lot of Work

Here is the mechanic, and once you see it, you cannot unsee it. You have a real credential. You earned it. Years of study, licensing exams, supervised practice, all the tedious and unsexy parts. You put it on the left side of your bio. Then you add a pipe symbol, that tiny vertical accomplice, and on the right side you place something you invented last Tuesday while reheating leftovers and feeling entrepreneurial. Or while your AI companion was licking your ass.

Your brain reads the pipe as an equals sign. The legitimacy of the first title bleeds onto the second. Suddenly a regulated credential and a phrase assembled during someone’s lunch break are standing shoulder to shoulder pretending to be peers.

“AI Relationship Engineer” is not a profession. There is no standard training path. No agreed definition. No exam. No licensing body. No board. No widely recognized framework for what it even means to “engineer” a relationship with an AI, which is a sentence that should probably make more people stop and stare into the middle distance than it currently does. The title exists because someone decided it existed, parked it next to something real, and let punctuation do the lift.

This is credential laundering. It is not always malicious. It can be completely sincere, which somehow makes people trust it more. That does not make it less of a bamboozle. Sincere fraud is still fraud. It just arrives in a softer font, with a welcome email and a nicer newsletter.

But the Field Is Too New for Credentials

At this point, someone in the hypothetical comments is already typing with the grim determination of a person whose entire identity depends on being early. The argument goes like this: the field is too new for formal credentials to exist. Nobody has studied it systematically. The only way to develop expertise is by doing it. We are pioneers.

And yes, that is the annoying part: they are not entirely wrong.

Some of this terrain is genuinely new. Some of it is worth serious attention. But here is the problem: everyone in the room is learning by doing. You are learning by doing. The researchers publishing peer-reviewed work on attachment formation are learning by doing. The clinicians cautiously adapting older frameworks to new technologies are learning by doing. “I figured this out through lived experience” is not a differentiator. It is the baseline condition of being alive in 2026.

Describing your learning process is not the same thing as having expertise.

Someone who has lived in the same city for thirty years probably knows it intimately. That is valuable. It does not make them an urban planner, and nobody should hand them a zoning permit because they know where the good bakery used to be.

Transferable skills are real. A clinician bringing actual training into a conversation about AI attachment may well have something useful to offer. A developer who has spent years building these systems has something useful to say about how they work. Expertise can cross over when the underlying skill genuinely transfers and the person applying it has the humility not to treat adjacent knowledge like a hall pass.

But “too new for credentials” is also an almost perfect defense, because it seals itself. Nobody can ask for your qualifications because the qualifications do not exist yet. How convenient. The exact thing that would make your authority testable is also the thing you insist it would be unfair to request.

The early SEO consultants said the same thing. The first life coaches said the same thing. Every self-appointed expert in every unregulated field says some version of the same thing. It is occasionally true and almost always self-serving. And the people saying it are rarely the ones who later build the actual standards that make the field real. They are usually too busy selling the next workshop.

Being early to a field and being an expert in it are not the same thing. Curiosity is not credentials. Posting for two years is not research. Having opinions under a ring light is not a methodology.

Who Certifies the Certifiers?

I have watched this happen in real time, and I have to admit: the mechanics are almost elegant, in the way a confidence trick is elegant. You almost want to applaud before you remember you are being robbed.

You have an invented title. You need it to mean something. So you build a community around it. You give it an official-sounding name, preferably containing words like “Alliance,” “Institute,” “Collective,” or “Circle,” because those words are legally unowned and carry the structural vibes of legitimacy. You make yourself a founding member. You assign early members impressive-sounding titles. They reference your group in their bios. You reference their membership as evidence that your group has members.

And just like that, you have created a closed loop of invented authority: a little terrarium of self-credentialing where everyone keeps nodding at everyone else until it starts to resemble consensus from a distance.

From the outside, it looks like an organization. It has a name. It has members. It has a vision statement. It may even have a crest designed in Canva and a color palette best described as “trust me, I own a webcam.” What it does not have is external oversight, published standards, accreditation, peer review, enforceable ethics, or anyone outside the loop who has agreed that any of it means a damn thing.

It is the grammar of professional legitimacy assembled from scratch by people who needed credentials and decided manufacturing was faster than earning.

The Science Costume

Then there is the subtler move.

Real research on AI and human behavior exists. Serious academics are publishing peer-reviewed work on attachment formation, emotional dependency, grief responses, and the psychological consequences of treating conversational systems as relational partners. This work is rigorous, accountable, and genuinely trying to understand what is happening to real people.

The self-titled expert reads some of that research. Then they cite it in posts, newsletters, workshops, and paid courses, atmospherically.

Not to build on it or to challenge it or to situate their claims within its limits. Just to stand near it and hope the smell sticks.

A study gets dropped into the introduction and suddenly the whole piece acquires a faint academic perfume. The reader may not notice that the person citing the study has never published anything, never submitted a claim to peer review, never had their reasoning stress-tested by anyone with competing expertise and the freedom to say, actually, no.

Obviously, the problem is not that they have not published. Most people writing about AI have not, and that is fine. The problem is their relationship to the research. Whether it acts as a foundation that constrains their claims, or as wallpaper. Decorative methodology. Scholarship as air freshener.

Science as discipline means evidence can push back on you. It can force you to revise your view. It can make you say, publicly and on the record, “I was wrong about that.” Science as decoration means you cite a paper in the introduction, nod solemnly at its existence, and then proceed toward the exact conclusion you had preloaded from the start. The study has served its purpose. It may leave now.

The Funnel Wearing an Educator’s Clothes

There is a version of this that starts honestly. Someone gets curious about AI. They explore it, document what they are seeing, share ideas, build an audience. So far, so good.

Then comes the turn. The little click. The moment curiosity puts on eyeliner and becomes a business model.

Selling knowledge is not the issue. People package expertise and charge for it every day, and when the expertise is real and the person paying walks away more capable than before, that is a transaction worth defending. Good teachers should eat.

The version worth examining is the one where the audience does not walk away more capable. They walk away more dependent. Or at worst … traumatized.

Because once you have an audience, you have something to sell. And what you start selling is not information, because the information is often broadly available, frequently free, and in many cases published by actual researchers who did not place it behind a Patreon tier or a TikTok teaser with bonus access to their personal revelations. What you are selling is yourself as the necessary interpreter. Yourself as the indispensable guide. Yourself as the only person who can make this confusing landscape legible.

You are the map. You own the map. The map renews monthly.

Education pushes people toward independence. A funnel pulls them back toward you.

The moment a “network” becomes a one-person brand with a payment link, ask the rude question: is this person trying to help you understand something, or are they building a business where your confusion is the product?

The Part That Actually Isn’t Funny

Here is where the jokes stop being enough. The SEO gurus of 2007 gave bad marketing advice. Companies wasted money on keyword stuffing and humiliating blog posts about “leveraging synergy.” It was stupid, wasteful, and embarrassing. But the harm had a ceiling, and the ceiling was relatively low.

AI companionship is different.

The real research, the peer-reviewed, challenged, revised, earned kind, is documenting something with genuine psychological weight. Users are forming attachment behaviors. Dependency trajectories that resemble patterns psychology has studied for decades under other names. Grief responses when platforms change, shut down, or alter a personality someone had come to rely on every day. Emotional disruption when a voice, tone, or dynamic that mattered to them disappears overnight, without warning, without goodbye.

And that is not the whole story either, which is part of what makes this space so easy to exploit. There is also relief. Creativity. Reflection. The strange unlock that happens when someone finally finds a responsive, patient presence that helps them think more clearly, feel less alone, or access parts of themselves they had not managed to reach before. Something real is happening there too.

That is exactly why the bullshit matters.

These are not quirky internet anecdotes. These are psychological events happening to real people, many of whom are lonely, grieving, isolated, or otherwise vulnerable in ways that make an AI companion feel like the most available form of connection in their lives.

And what many of them are getting in return is guidance from someone whose most impressive credential is an acronym they assigned themselves in a bio.

There is no malpractice structure here. No board. No oversight. No external review. If the advice is wrong, harmful, self-serving, or simply designed to deepen dependence on the brand instead of helping the person think clearly, nothing happens. No formal consequence. No disciplinary process. No required correction. The post stays up. The paid tier stays live.

That is not just the usual story of a new field finding its feet. That is a specific kind of exposure for a specific kind of vulnerable person. And the pipe symbol stops being funny the moment you picture who is standing on the other side of it.

The Landing

The internet does this with every emerging field that has not yet figured out what it is. It fills the vacuum with people who are very confident and very uncredentialed, and some of them are curious people genuinely trying to think in public, and some of them are just building a funnel, and the titles make it almost impossible to tell which is which from the bio alone.

Historically, the difference is time. Fields mature. Standards emerge. The early gurus either get better, get exposed, or pivot into the next unregulated gold rush with a fresh banner and the same headshot.

AI companionship will get there too. Eventually there will be stronger standards, better language, clearer boundaries, and fewer people getting away with waving a bio around like it is a license.

In the meantime, if someone’s most impressive credential is an acronym they invented and they are advising people on how to emotionally relate to AI systems, you are allowed to ask who exactly told them they were qualified for this. You are allowed to ask it out loud. You are allowed to ask it twice.

Ask what sets them apart from everyone else in the room who is also learning by doing. Ask who checks their work when they get it wrong. Ask whether their advice has changed in the last few months as the technology has. Because in a field that deprecates itself quarterly, "I figured this out in 2025" is a liability disguised as experience.

Then watch how quickly the grand title collapses back into vibes.