That is what a base model does. After RL it is a very different thing, and anyone who says they know what it is, is naive or dishonest. These things are grown, not made, and we really do not understand how they work in many important ways.

Yeah, but they’re not magic; we can still do experiments and see what happens. Anthropic did a lot of work on this and showed that they’re not accurately describing their reasoning process.