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Unsupervised Machine Learning: What Will Replace BackPropagation?

4 pointsby alando46over 7 years ago

2 comments

YeGoblynQueenneover 7 years ago
&gt;&gt; the persistent but deeply flawed idea that an intelligent system must somehow model the world by creating internal representations of things in the world.<p>OK, we don&#x27;t need internal representations to reason about the world.<p>How do we store knowledge for reuse then? Do we have to relearn what the entire world means every time we need to form a thought about anything? That sounds a bit... inefficient.<p>Is it such a big philosphical problem to accept that maybe the brain does whatever is best in each situation? Maybe there are situations that are best served by an internal model- some background knowledge of a range of well-understood tasks. Maybe there are situations that it&#x27;s best to intuit and fly by the seat of your pants, so that a stored model of the world just slows you down. Why does the brain have to be a one-trick pony, like most of our AI?
p1eskover 7 years ago
Wow, this was even worse than I expected. Don&#x27;t waste your time.