Comment by ThrowawayR2

Depends. Does the college want to graduate computer scientists or LLM operators?

More importantly, does the student want to be a computer scientist or a LLM operator? If they think the future belongs to LLM operators (not a bet I'd recommend), college might not even be the right path for them versus a trade school / bootcamp.