The Mirror Problem

It doesn't threaten to replace us. It threatens to reveal us. One ordinary Tuesday a writer types something personal into an AI, and the machine answers with a question so precise it exposes a bias he'd have sworn he didn't have.

That moment opens The Mirror Problem, a short, unflinching work of narrative nonfiction about what artificial intelligence shows us about ourselves. Moving between lived experience and documented fact, Pereira examines the systems already shaping our lives: the hiring algorithm that learned to penalize women, the risk tools that quietly encode old injustices, the self-driving car in Tempe and the question of who answers when no one decided.

Running alongside the research is a quieter thread, conversations with his daughter that keep returning the argument to where it belongs: the kitchen table, the hard night, the cost of actually caring about another person. The real question isn't whether a machine can have a soul. It's what kind of soul we are putting into the machines we build.