"Decision model" is just marketing jargon.

decision model = classifier

system one model = small non-reasoning LLM

noul = boolean

confidence = f(probabilities)

It's sad to see how gullible engineers are today.

text classification is equivalente to decision. This is exactly the same thing Jev does.

Fair point, that example is basically classification. I'll change it to something that looks more like a real decision.