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Or Perhaps:
they mention reinforcement learning, pre-training and other general LLM concepts, but none of these are related back to the tasks they are talking about.
The point is, there was no explanation of how any of this was achieved, which can lead to confusion about what was actually achieved.
The LLM wrote some docs vs the LLM rewrote the library from end to end are very different things.
It's very much a "Don't give up on X, look at what can be achieved" but without any actual details on what is required to achieve those results.