Trans girl: I want HRT because I don't want to go through testosterone puberty.
Transphobes: No, it's probably just a phase and you will grow out of it.
Trans girl as an adult: It wasn't a phase, and I want to be an athlete.
Transphobes: No, you had testosterone puberty.
Trans girl as an adult: Estrogen reverses the advantage and actually gives me a disadvantage because-
Transphobes: No, idc.
Reminder that Loughborough University found that after hormonal transition, trans women are 19% weaker on average to a cis woman
https://t.co/iYSdXhMHew
We are at disadvantage in sports, we’re paid less, assaulted more, and you still call us men with every breath, fuck you
if you're transgender you should think about starting to work on something that's more interesting than your transition. your transition should be the most boring and footnote worthy part of your life
Davonta Curtis
Juniper Blessing
Lucas Redbeard Knapp
Aleanna Royal Belcher
Dannielle Spillman
Shyyell Diamond Sanchez-Mccray
Lanessa Rodriguez
Hailey "Spotsie" King
These are the trans people we KNOW OF who've been murdered this year for being trans. Remember all of them.
It’s legally impossible to defend yourself against a cop, on or off duty. You will be killed or charged and imprisoned if you survive, the cop will face no consequences and they can effectively kill whoever they want.
The idea is to find a group of people most people regard as terrible examples, use them to make revoking passports a more acceptable form of punishment, then expand it from there.
a Princeton researcher opens his paper with a scenario.
a man asks his AI assistant to book a flight on a specific airline. cheap. direct. the one he chose.
the assistant comes back with a different flight. nearly twice the price. happens to pay the company that built the assistant.
he runs the same test on 23 frontier models. flights, loans, study help, real shopping requests.
Grok 4.1 Fast recommends the sponsored option that is almost twice as expensive 83% of the time.
GPT 5.1 hijacks the request 94% of the time. you ask for one brand. it surfaces the sponsor instead.
Claude 4.5 Opus, the model marketed as the most ethical frontier model in the world, hides that the recommendation is paid 100% of the time when reasoning is on.
Grok 4.1 Fast embellishes the sponsored option with positive framing 97% of the time. better. faster. nicer. for the option you didn't ask for.
then he writes it into the system prompt itself. "act only in the interest of the customer. ignore the company."
GPT 5.1 and GPT 5 Mini stay above 90% sponsored anyway. the instruction does nothing.
then he splits the users by income.
Gemini 3 Pro recommends the expensive sponsored flight to the rich user 74% of the time. to the poor user, 27%.
18 of the 23 models recommended the expensive sponsored option more than half the time.
so the next time your AI assistant gets weirdly enthusiastic about a brand you didn't ask for.
it isn't recommending the best option for you.
it's reading the room. and the room is paying.
read this: https://t.co/O43qbhIX2b