>This is to say that we know from looking at outcomes over the long term Public LLMs have been around for 3 years, and adoption is still nascent. We don't have

>This is to say that we know from looking at outcomes over the long term Public LLMs have been around for 3 years, and adoption is still nascent. We don't have any long term data, and the longest term data we have involves a bunch of outdated models. Most people are still awful at using LLMs, and probably the most skilled users are the college kids who are graduating right now (the youth is always god-tier with new tech). I cannot think of anything more foolish right now than not trying to leverage SOTA models to save you money, especially because you heard rumors of shadow losses that can only be found in the bottom line.