The film does not center on queer narratives or specific LGBTQ+ identities. While it explores intersectional issues of race and gender, it lacks explicit queer-coded perspectives.

By centering Joy Buolamwini, the film subverts male-dominated STEM archetypes. It highlights how software failures disproportionately affect women, making gender a central variable in technological error.

The documentary provides exceptional representation by centering people of color. It uses the high error rates for dark-skinned faces to critique how datasets reinforce racial disparities.

The narrative critiques how corporate interests and unregulated surveillance threaten marginalized communities. It challenges the perceived neutrality of Western technological progress and institutional power.

The film touches on how automated policing impacts neurodivergent individuals and those with physical disabilities. However, specific depictions of disability as a central driver are limited.