The hot-stove effect is a fundamental problem of learning. Learning reduces your likelihood of repeating things that got you in trouble, as you hope it will. But that means you know less about the domains where you’ve done poorly than about the domains where you’ve done well. It causes problems whenever your early experience with an alternative is, for whatever reason, not characteristic of what subsequent experience would be.
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