GPT-3.5 is pretty much useless for reliable NLP work unless you give it a VERY proscribed task. That's really the major breakthrough of GPT-4, in my mind, and

GPT-3.5 is pretty much useless for reliable NLP work unless you give it a VERY proscribed task. That's really the major breakthrough of GPT-4, in my mind, and the reason we are absolutely going to see an explosion of AI-boosted productivity over the next few years, even if foundation LLM advancements stopped cold right now. A vast ocean of mundane white collar work is waiting to be automated.