Biased Facial Recognition Logic

Description

The image is a two-panel TV screenshot of a suited man speaking in an office-like setting with an American flag and decorative background behind him. The first subtitle reads, "I don't see race. I've evolved beyond that." The second subtitle reads, "I just pretend everybody's white, and it's all good." With the sibling post caption, "Facial recognition algorithms trained on biased datasets be like," the meme uses the quote as satire for machine learning systems that claim neutrality while encoding skewed training data and demographic blind spots.