When will people acknowledge that LLMs are stochastic text generators?
This whole blog reads like trying to fit a square into a round hole. And frankly most of the comments in this thread is jumping right on the wagon “what water?”-style [1]
By all means use LLMs for what they can be useful for but god damnit when they are not useful please acknowledge this and stop trying to make everything a nail for the LLM-hammer.
LLMs are. not. intelligent. They don’t have a work ethic that says “oh maybe skipping tests is bad”. If they generate output that skips tests it’s because a high enough part of the training data contained that text sentence.
[1] fish joke