I think there is an infinite capacity for LLMs to be both beneficial, or negative. I look back at learning and think, man, how amazing would it have been if I could have had a personalized tutor helping guide me and teach me about the concepts I was having trouble with in school. I think about when I was learning to program and didn’t have the words to describe the question I was trying to ask and felt stupid or an inconvenience when trying to ask to more experienced devs.

Then on the flip side, I’m not just worried about an intern using an LLM. I’m worried about the unmonitored LLM performing intern, junior, and ops tasks, and then companies simply using “an LLM did it” as a scapegoat for their extreme cost cutting.