How AI Models Actually Chain Reasoning Steps Internally

Developers talk about “reasoning” in AI as if it’s a single capability you either have or don’t. In practice, it’s a stack of approximations layered on top of next-token prediction. The reason it feels coherent is because the layers line up often eno...