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> Model obsolescence by user self-sufficiency is the final outcome.

What does this mean? "Obsolescence" just in the case of the topic at hand?

Not OP, but guessing it means that it's to teach the user to be so knowledgeable, that s/he doesn't need the LLM anymore.