AI-powered image generators were back in the news earlier this year, this time for their propensity to create historically inaccurate and ethically questionable imagery. These recent missteps reinforced that, far from being the independent thinking machines of science fiction, AI models merely mimic what they’ve seen on the web, and the heavy hand of their creators artificially steers them toward certain kinds of representations. What can we learn from how OpenAI’s image generator created a series of images about Democratic and Republican causes and voters last December?