Three years into the productivity promise, there’s finally enough hard evidence to answer the question plainly: does working with AI actually make you more productive? Yes — spectacularly, for some people on some tasks. And no, or worse, for others. The gains are real. They’re just not flowing where the marketing said they would. This issue maps who wins, who pays, and why the line between them isn’t where you think.