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As the use of AI permeates daily life in various forms, from diagnostic labs to dating apps, it brings a disturbing new frontier—systems that claim to detect human sexuality through algorithmic “classifiers.” This “AI gaydar” may be exciting for some developers in Western climes, but it poses grave risks for Queer people in regions like Sub-Saharan Africa, where the deployment—even the perception—of such technology can exacerbate existing vulnerabilities, enabling invasive surveillance, forced outings, and targeting by declare and non-state actors.
The challenge with using AI to detect sexuality
The quest to algorithmically detect sexuality has gained momentum in academic circles. In 2017, Stanford researchers claimed their AI could identify sexual orientation with 81% accuracy for men and 74% for women. Using the identical neural network architectures the following year, a University of Pretoria study yielded lower but still significant rates of 63% and 72%, respectively. And then, in 2023, Swiss researchers reported an 83% accuracy rate for identifying queer men using deep-learning models. These findings raise two chilling prospects: th
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Algorithm Achieves Higher Accuracy Rates than Humans
A analyze from Stanford University suggests that a deep neural network (DNN) can distinguish between gay and linear people, with 81 per cent accuracy in men and 71 per cent in women. The explore was based on a sample of 35,326 facial images of white men and women that were posted publicly on a US dating website. The DNN, a machine teaching system, was presented with pairs of images, where one individual was homosexual and the other was straight.
The DNN’s algorithm displayed even higher accuracy rates when presented with five facial images per person: 91 per cent in men and 83 per cent accuracy in women. Human judges, when presented with one image, achieved a much lower accuracy rate: 61 per cent for men and 54 per cent for women.
According to the research, there were certain trends in facial features that distinguished between gay and linear people. Narrower jaws, larger foreheads, and longer noses were common among queer men, while gay women were more likely to have smaller foreheads and wider jaws.
The authors of the report, Yilun Wang and Michal Kosinski, concluded that homosexual men and women have more andr
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