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Re:Interview with Stephen Wolfram on AI and the Future by yigitdemirag on Wednesday August 05, 2015 @04:17PM (#10012527)
What I wonder is that considering that computation is universal, would it be easier to achieve human-like understanding of the environment using hierarchical models without any use of neural networks?

Can we achieve such mathematical breakthrough without making use of neuroscience or related biological fields?

Re:Interview with Stephen Wolfram on AI and the Future by jpapon on Wednesday August 05, 2015 @06:52PM (#10013432)
If you accept that computation is universal, then yes, you could definitely achieve human-like understanding through means that are completely different from the actual human wet-ware.

It might not be very efficient... but it's certainly possible. If the universe is isomorphic to a Turing machine, then the human brain certainly is. If that is so, then it is possible in principle to create a human-like machine with any other Turing-complete machine. It just might take you a billion years to simulate one second of human brain activity.

Re:Interview with Stephen Wolfram on AI and the Future by TheOtherHobbes on Wednesday August 05, 2015 @09:29PM (#10014077)
It's not obvious that either the universe or the human brain are isomorphic to a Turing machine.

There's an epistemological tendency to assume the universe is isomorphic to the most complex mechanical model available at the time.

Historically, those models seem to be reliably wrong; the universe always turns out to be more complicated and subtle than we imagine it is.

Re:Interview with Stephen Wolfram on AI and the Future by cLeEOGPw on Thursday August 06, 2015 @08:15AM (#10015903)
You don't need to replicate human brain to achieve human brain-like behavior.
Re:Interview with Stephen Wolfram on AI and the Future by 3pt14159 on Wednesday August 05, 2015 @04:29PM (#10012609)
Well if you consider quantum mechanics to essentially be a complex probabilistic cellular automaton, then I don't think we'd even need to mirror our specific biological mechanisms of intelligence; we'd just need to run the right cellular automaton and wait. Detecting life may be more difficult though.
Re:Interview with Stephen Wolfram on AI and the Future by 0xdeadbeefbabe on Wednesday August 05, 2015 @04:37PM (#10012667)
> wait.

"wait" sounds like find the right cellular automata.