When âEthicsâ Starts to Look a Lot Like Purity Culture
Yes, I vanished for three weeks and came back with a longpost. No, Iâm not sorry.
Letâs talk about how the current âanti-AIâ discourse in fandom is less about ethics, and more about good old-fashioned purity culture wearing a fresh coat of moral paint.
Spoiler: the issue isnât âpeople who dislike AI.â The issue is what some folks think theyâre entitled to do to other people in the name of that dislike.
Weâve Seen This Movie Before
Every few years, fandom rediscovers a new thing to declare impure.
âReal artists donât use digital.â
âReal writers donât touch fanfic.â
âSelf-publishing doesnât count.â
âUsing reference photos is cheating.â
âTracing is evil, even if itâs part of learning.â
Now itâs:
âIf you use AI in any part of your process, your work is trash and youâre not a real creator.â
Same structure, new target.
Itâs never just, âThis tool has risks, letâs talk about them.â Itâs, âThis tool is morally filthy, and anyone who touches it is suspect.â
Thatâs purity culture. Itâs about moral cleanliness, not actual impact.
Boundaries Are Healthy. Gatekeeping Is Not.
There is a difference between having standards for your own space and policing everyone elseâs existence.
Healthy boundaries look like:
âThis zine doesnât allow AI-generated content. Thatâs our rule.â
âOur event is for traditional media only.â
âPlease tag AI-assisted work so people can filter it.â
Thatâs curation. Itâs specific, transparent, and local to that space.
Gatekeeping looks like:
âIf you use AI at any stage, youâre not a real artist/writer.â
âPeople who use AI shouldnât be in fandom.â
âYouâre morally suspect unless you publicly swear you never touched these tools.â
Thatâs not about keeping a space coherent. Thatâs about deciding who is allowed to count as a person whose work matters.
Nice clean rule of thumb:
Curation says ânot in this space, for these reasons.â Gatekeeping says ânot anywhere, by anyone, for any reason.â
If youâre doing the second one, youâre not defending community standards. Youâre running an inquisition.
When âEthicsâ Turns Into Spiritual Cleanliness
A lot of anti-AI rhetoric presents itself as moral high ground:
âAI art is inherently unethical.â
âUsing AI is theft, full stop.â
âItâs about respect for real artists.â
But then you look at the behaviour that falls out of that, and itâs very⌠religious.
Purity rules:
One brush with AI âtaintsâ the entire work.
It doesnât matter whether the use was small, private, or transformative.
It doesnât matter whether the person is respectful, careful, or transparent.
There is no redemption arc. Once âimpure,â always âimpure.â
Confession rituals:
People are pressured to disclose their entire process so others can audit their purity.
If someone admits to using AI, that confession gets weaponised to discredit everything they do.
If someone doesnât disclose, theyâre treated like theyâre lying by default.
At that point, itâs not about harm reduction or structural change anymore. Itâs about policing spiritual cleanliness around a tool.
Youâre not fighting corporations when you do that. Youâre managing a vibe.
Who Actually Gets Hit by Purity Panics
Letâs be real: purity crusades almost never land where people pretend theyâre aimed.
Companies and platforms will happily:
keep training on whatever data they can,
keep shipping products,
keep making money.
They have lawyers, PR, and distance.
The people who actually feel the impact of âyouâre impure if you use thisâ are:
hobbyists who have jobs/kids and use tools to save time,
small creators trying to claw back a bit of energy,
anxious writers who need help organising their thoughts or editing,
folks outside the âin-groupâ who donât have social capital to withstand a dogpile.
In other words: the least powerful people in the ecosystem.
When your big heroic stand against AI mostly consists of:
harassing random fic writers,
blacklisting tiny blogs,
and setting up social purity tests for people with 200 followers,
âŚyouâre not fighting âBig Tech.â Youâre punching sideways and down.
If your âethicsâ never reach a boardroom, but constantly explode in some strangerâs notes, itâs not ethics. Itâs ego.
âBut I Donât Want AI in My Spacesâ
Fair. Totally valid.
Youâre allowed to say:
âNo AI-generated prose or images in this event.â
âPlease label AI use clearly if you post here.â
âThis space is for traditional methods only.â
The difference is how you treat people:
Do you state the rule and enforce it calmly?
Or do you treat people as morally inferior for making a different choice somewhere else?
You can control your boundaries. You do not get to control other peopleâs entire creative process across the internet.
You want a community rule? Cool. Write it clearly. Apply it consistently. You want to run a witch-hunt? Thatâs a choice tooâbut own that itâs about your desire for control, not some universal ethical law.
A Better Direction for the Anger
If youâre genuinely worried about AI and ethics, thereâs useful work to be done:
Push for consent and opt-out/opt-in systems for training data.
Support fair pay for human workers whose labour is being displaced or devalued.
Demand transparency from companies about datasets, water use, energy, and safety.
Fight fraud: deepfakes, fake endorsements, impersonations, scammy âAI authorsâ passing off scraped work as their own.
All of that is real, concrete, and aimed upward, where the power actually is.
What doesnât help:
trying to socially nuke some rando who used an AI tool to outline their fic,
acting like youâre a better person because your text editor doesnât autocomplete as aggressively,
turning âI donât like this toolâ into âpeople who use this tool should be shunned.â
Critique the tech. Critique the corporations. Critique the laws. Just stop acting like persecuting other creators is the same as having principles.
TL;DR for the Scroll-Happy
Disliking AI is fine. Being critical of AI is healthy.
Setting rules for your space is fine. Thatâs curation.
Deciding other people are lesser beings for using tools you donât approve of? Thatâs gatekeeping and purity culture.
And honestly, fandom has done this song and dance enough times already. We donât need another round of âonly people who create the way I like are real.â















