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timtyler comments on Work harder on tabooing "Friendly AI" - Less Wrong
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AFAICS, I never made the corresponding claim - that the utility function was part of what made the model a model.
How else can I understand your words "utility-based models"? This is no more a utility-based model than a hamburger on a car is a hamburger-based car.
Well, I would say "utilitarian", but that word seems to be taken. I mean that the model calculates utilities associated with its possible actions - and then picks the action with the highest utility.
But that is exactly what this wrapping in a post-hoc utility function doesn't do. The model first picks an action in whatever way it does, then labels that with utility 1.