> That moment led me to conclude that when LLM evangelists talk about reasoning and thinking, they are essentially bullshitting This kind of logic is very sill

> That moment led me to conclude that when LLM evangelists talk about reasoning and thinking, they are essentially bullshitting This kind of logic is very silly to me. So the LLM got your one off edge case incorrectly and we are supposed to believe they bullshit. Sure. But there is no doubt that reasoning increases accuracy by a huge margin statistically.