When āEthicsā Starts to Look a Lot Like Purity Culture
Yes, I vanished for three weeks and came back with a longpost. No, Iām not sorry.
Letās talk about how the current āanti-AIā 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 isnāt āpeople who dislike AI.ā The issue is what some folks think theyāre entitled to do to other people in the name of that dislike.
Weāve Seen This Movie Before
Every few years, fandom rediscovers a new thing to declare impure.
āReal artists donāt use digital.ā
āReal writers donāt touch fanfic.ā
āSelf-publishing doesnāt count.ā
āUsing reference photos is cheating.ā
āTracing is evil, even if itās part of learning.ā
Now itās:
āIf you use AI in any part of your process, your work is trash and youāre not a real creator.ā
Same structure, new target.
Itās never just, āThis tool has risks, letās talk about them.ā Itās, āThis tool is morally filthy, and anyone who touches it is suspect.ā
Thatās purity culture. Itās 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 elseās existence.
Healthy boundaries look like:
āThis zine doesnāt allow AI-generated content. Thatās our rule.ā
āOur event is for traditional media only.ā
āPlease tag AI-assisted work so people can filter it.ā
Thatās curation. Itās specific, transparent, and local to that space.
Gatekeeping looks like:
āIf you use AI at any stage, youāre not a real artist/writer.ā
āPeople who use AI shouldnāt be in fandom.ā
āYouāre morally suspect unless you publicly swear you never touched these tools.ā
Thatās not about keeping a space coherent. Thatās about deciding who is allowed to count as a person whose work matters.
Nice clean rule of thumb:
Curation says ānot in this space, for these reasons.ā Gatekeeping says ānot anywhere, by anyone, for any reason.ā
If youāre doing the second one, youāre not defending community standards. Youāre running an inquisition.
When āEthicsā Turns Into Spiritual Cleanliness
A lot of anti-AI rhetoric presents itself as moral high ground:
āAI art is inherently unethical.ā
āUsing AI is theft, full stop.ā
āItās about respect for real artists.ā
But then you look at the behaviour that falls out of that, and itās very⦠religious.
Purity rules:
One brush with AI ātaintsā the entire work.
It doesnāt matter whether the use was small, private, or transformative.
It doesnāt matter whether the person is respectful, careful, or transparent.
There is no redemption arc. Once āimpure,ā always āimpure.ā
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 doesnāt disclose, theyāre treated like theyāre lying by default.
At that point, itās not about harm reduction or structural change anymore. Itās about policing spiritual cleanliness around a tool.
Youāre not fighting corporations when you do that. Youāre managing a vibe.
Who Actually Gets Hit by Purity Panics
Letās be real: purity crusades almost never land where people pretend theyāre 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 āyouāre impure if you use thisā 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 āin-groupā who donāt 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,
ā¦youāre not fighting āBig Tech.ā Youāre punching sideways and down.
If your āethicsā never reach a boardroom, but constantly explode in some strangerās notes, itās not ethics. Itās ego.
āBut I Donāt Want AI in My Spacesā
Fair. Totally valid.
Youāre allowed to say:
āNo AI-generated prose or images in this event.ā
āPlease label AI use clearly if you post here.ā
āThis space is for traditional methods only.ā
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 peopleās 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? Thatās a choice tooābut own that itās about your desire for control, not some universal ethical law.
A Better Direction for the Anger
If youāre genuinely worried about AI and ethics, thereās 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 āAI authorsā passing off scraped work as their own.
All of that is real, concrete, and aimed upward, where the power actually is.
What doesnāt help:
trying to socially nuke some rando who used an AI tool to outline their fic,
acting like youāre a better person because your text editor doesnāt autocomplete as aggressively,
turning āI donāt like this toolā into āpeople who use this tool should be shunned.ā
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. Thatās curation.
Deciding other people are lesser beings for using tools you donāt approve of? Thatās gatekeeping and purity culture.
And honestly, fandom has done this song and dance enough times already. We donāt need another round of āonly people who create the way I like are real.ā









