How AI image generators fail queer and trans people

The "Cass Review" and its use of AI-generated images highlight some of the key issues with depicting queer and trans people using artificial intelligence

Depictions of queer and trans people by artificial intelligence-based image generators like Midjourney are facing scrutiny, after evidence emerged that the recently published “Cass Reviewused AI images of trans youth in its final report on trans healthcare in the U.K.

AI images are increasingly making their way into mainstream media and scientific reports. But these images can reproduce and reinforce stereotypes, while also erasing entire identities. A recent Wired story highlighted how these tools often default to stereotypical depictions of LGBTQ2S+ people.

Senior editor Mel Woods breaks down what AI image generators get wrong about queer and trans people.

Read More About:
Identity, Video, Video, Trans, Non-binary, Tech

Keep Reading

Renée Richards at a tennis match

The complicated legacy of Renée Richards

The former tennis player broke barriers for trans athletes in 1977. Then she changed her tune
Supporters of HIV AIDS research participate in the 2025 Toronto Pride Parade

Toronto man set to be the first Canadian cured of HIV

The patient received a stem cell transplant for his cancer that acted as a “double cure” because it contained a rare genetic mutation resistant to HIV
A photo of the outside of the New York Times building in New York City

Only 1 in 5 ‘New York Times’ news stories about trans issues quote actual trans people: report

A new 'Assigned Media' report found that the 'New York Times' rarely cited trans people in coverage about trans issues
A side by side of images from On Our Backs, a lesbian magazine.

The radical legacy of ‘On Our Backs’ magazine

“On Our Backs” filled a void by authentically documenting—and celebrating—lesbian sexuality
Advertisement