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Sorry but forming hypothesis based on observations, which is what assumptions means to me, is induction. They are fallible so they need to be proven in order to
by throwmeunder 12y ago
Sorry but forming hypothesis based on observations, which is what assumptions means to me, is induction.
They are fallible so they need to be proven in order to be accepted. Usually that's done by proof of contradiction.
But you don't need to prove them to use them. Many people go around believing unproven theories.
In the sciences the preference is for verified theories(and theorems in math) and we prove them by deduction.
But it seems that you know that. I don't understand why you don't like induction in a general algorithm. We don't have to restrict ourselves to a single type of reasoning. Induction, deduction, abduction are all valid and used by humans for generating new knowledge.
I might be misunderstanding something in which case please correct me.
- pron 12y agoI think you've misunderstood :) The article says that current research focuses on achieving intelligence by means of induction alone, but induction cannot explain all of intelligence, because we reason in ways that contradict induction (although maybe they're a result of higher-order induction).