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Could it be said machine learning is more surface AI like quality scores. Whereas deep learning is going down the creating consciousness route?
by andreaespinosa 11y ago
Could it be said machine learning is more surface AI like quality scores.
Whereas deep learning is going down the creating consciousness route?
- GFK_of_xmaspast 11y agoYou could say it, but it wouldn't actually mean anything.
- gyardley 11y agoThat's a little breathless - I'd just think of it as a particular subset of machine learning that's produced some promising results, and leave talk of consciousness out of it.
- andreaespinosa 11y agoYeah I see what you mean, plus consciousness is more of a buzzword now and too arbitrary. I found that talking about it along the lines or neural networking seems to be more accurate
- randcraw 11y agoNot really. Deep learning is the popular name for neural nets that use many layers (deep neural nets or DNNs). They are being used to do more than just pattern recognition (the mainstay use for NNs in the past). But at present DNNs do not attempt to solve complex/compound AI problems like planning or knowledge representation or understanding natural language semantics. It's not clear yet whether DNNs can be extended to those kinds of problems.