The problem is in most environments Bob won’t spend the rest of the year figuring out what the LLM did, because bob will be busy promoting the LLM for the next deliverable, and the problem is that if all bob has time for us to prompt LLMs, and not understand, there will be a ceiling to Bob’s potential.

This won’t affect everyone equally. Some Bob’s will nerd out and spend their free time learning, but other Bob’s won’t.