V_V comments on Outside the Laboratory - Less Wrong
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Do I have to specify that I was talking about humans?
Non-addicted people generally understand that addictive drugs like heroin or cocaine can give them short-term rewards but potentially hamper the satisfaction of their long-term preferences, hence they assign a negative expected utility to them.
On the other hand, eating pizza in moderate amounts is consistent with the satisfaction of long-term preferences.