If the hypothesis is that we still need knowledgeable people to run LLMs, but the way you become knowledgeable is by talking to LLMs, then I don’t think the hypothesis will be correct for long..
We need knowledgeable people to run computers, but you can become knowledgeable about computers by using computers to access learning material. Seems like that generalizes well to LLMs.
