The other day I sought to prove that Grok has been hard-coded with TERF logic, and this was my first chat with it.

As you can see, it is literally incapable of acknowledging that passing trans people exist. That's a common, and absurd, GC/TERF talking point.

Grok is literally a propaganda machine

April 02, 2026 - 23:51 UTC

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what the fuuuck
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Assigned Female At Grok,,,
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But you wore pink! Are men even allowed to wear pink? It has no sense! *implodes*
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(Oc a transgender woman is a woman, you got what I was trying to show here)
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Photos have biology. Interesting concept and by interesting, I mean absolutely ridiculous. Perceived markers aren't indicative of actual identity and I really wish people could get that through their thick heads. Just another TERF essentialist argument.
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"the photo's biology"
Assigned selfie at birth?
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Oh my god! I’d love to know what it thinks of me lol
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Please keep confusing AI
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"The photo's biology" really gets me
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As best as I can figure, it seems Grok has been hard coded with a sex binary definition protocol that renders it completely incapable of nuance.

It continued to argue that I must have been biologically female, or that I was lying, because of all sorts of random physiologic "tells."
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“The photo’s biology” includes your manicure and jewelry apparently?
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Photos have biology now??
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Everything about this is bad.
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I dunno, "be the girl that Grok can't clock" is a pretty funny goal
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That's why I think awareness is so important.
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"Skeletal structure is fixed after puberty" smack dab inbetween bringing up FFS and testosterone is WILD
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I bet it would still try to tell the gender of a 6 years old
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Damn that's incredibly hard-coded, and flattering.
We already know whoever coded that was what they think the ideal woman looks like.
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Ok is it just me or does that last one read like an incel screed about what makes a woman attractive to them (probably using some horrifyingly dehumanizing term like "prime produce" or something else insane)
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Not just transphobia but also good ol' fashioned misogynistic gender essentialism too, fun times! 🤪
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very telling that its first line of evidence is phrenology
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Phrenology that it's just making up. It mentions the 2D:4D finger ratio, but her 4th finger isn't even visible in the photo!
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Omg it even brought up fucking digit ratios
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It's pretty much directly vomiting out transphobic hate group talking points.
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Last pic is hilariously brain dead lol

Grok being grok
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I believe in raising awareness about this sort of manipulation because the average person thinks AI is inherently objective, when that is clearly not the case. We have to fight back against this sort of manipulation before it becomes a vehicle for right wing propaganda posing as objective facts.
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Anyway, once I acknowledged that this had happened, I deleted my account. No sense in trying to reason she literally coded to get biased, irrational answers. That's not how LLMs work.
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If you ever want to demonstrate to someone even more AI bias, ask the AI about the dangers of AI. You can almost see the lawyers in the computer lab, insisting the LLM never acknowledge accountability for anything. 😉
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To be clear, acknowledging that cisgender passing trans people exist is something that TERFs and GCs fundamentally cannot allow. It makes many of their extremely binary and narrow arguments fall apart under scrutiny. Similar to why Evangelicals can't acknowledge that evolution is real.
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This is also why they hate puberty blockers so much
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It’s amazing how we can encode mansplaining.
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Oh my God it's just phrenology again
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This is an excellent demonstration of how terf logic implodes when it meets reality lmao
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Oh Grok absolutely falls apart at the seams when it tries to defend TERF logic
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Considering the training data set and Elmo’s thumb on the scale, it’s not surprising. Remember the Tay debacle? en.wikipedia.org/wiki/Tay_(chatbot)
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female finger ratio??
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We've literally gotten to calipers-level Nazism with these folks
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holy crap, that's incredible.

just the descriptions of heavy brow, square jaw vs small, rounded and gracile faces. it's such a giveaway for transphobe logic

even bringing up finger ratio, which is largely terf pseudoscience
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Yeah it's pretty much Nazi-tier phrenology junk science.
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it's also just racist
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I remember reading about turn-of-the-century phrenology when I was a teen and thinking "oh wow I sure am glad we overcame that as a society!"

🫠
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“The photo’s biology”? What the fuck?
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I agree with Grok that trans women do not have male biology in many instances in the very vast term "male" and the even more vast term "biology," which collectively can mean endless things.
...
That's what it was saying, right? It just got a little confused with what transgender means
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The insidiousness of anti trans propaganda is revolting. Like polluting black oil in the water of society.
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I wonder if this is also true for grok from the API whether this is a prompt injection etc. I am not surprised at all by this btw.
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Wonder what would have happend if you had also provided images of for example extreme glam rock types.

But im not curious enough to give Grok any clicks.
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I honestly have to wonder why anyone would expect any other result from Musk’s Fash Machine.
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It knows you were a woman all along!
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Related:
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You mean the AI that of a hitler salute throwing billionaire which called itself “Mechahitler” is spreading fascist views of gender, trans people and women? Who would have thought?
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strong phrenology energy from grok

what is photo biology? it sounds like something elon put in there verbatim
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eh huh huh; uhm ahktually, the photohs biohlogy tehlls me a different stohry

eh huh huh
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i think we ALL know what needs to be done about mechahitler.
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jfc musk really recked that ai
hope it gets destroyed asap
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