⛔ STOP calling Jev or any other classifier API a decision model.
They give you a judgement output:
• probability
• choice
• yes / no
• score
So lets be clear, they produce insights.
✨ A very useful and usable one for sure.
But an insight is not yet a decision.
Not from Jev or any other machine learning models for that matter.
You give it state and a bounded question. It gives you a typed answer with probabilities and confidence. Choice. Score. Yes/No.
That sounds much closer to a learned classifier or judgement model. It produces an answer, an insight.
💡 A decision model determines what that insight means in context and what organizational outcome should follow from it.
• Jev (or other classifiers) = insight / judgement model
• Decision Model = determines the organizational business decision outcome
That is why I would not call them (Jev, decision API, ai_decide,…) a decision model. They provide insights to a decision model as an input.
I just would not confuse the model providing judgement with the model of the decision.
Otherwise, we are going to spend the next five years calling everything a decision model. 😂
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Posted here.
Published October 7th, 2026 at 07:30 am
