My take is that pattern-matching is thinking. But it's low-quality thinking. High-quality thinking is logic. And higher still is causality, which is to logic what calculus is to algebra. I.e. if logic studies the relationship between x and y, then causality studies the relationship between dx and dy. And causality is what we actually want, because causality is power. E.g. causality is what lands astronauts on the moon. When folks like Judea Pearl complain that current AI isn't truly thinking, they're complaining that current AI can't reason logically/causally.