I do not believe that machines will replace men in all activities. Machines, unlike humans, have difficulty making some critical decisions, and I don't believe they are capable of learning.
Excellent article :)
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Given that people are capable of learning, why wouldn't machines be? There's nothing magic about humans that allow us to learn.
We've already created synthetic neurons. Let's say you created ones that were functionally identical to our neurons and combined in the same way, why would they not be able to learn just like us?
There are some activities that it makes more sense to have a human involved (i.e. human counselors).
I'm not sure I'd say machines are incapable of learning. The article below sheds some light on this.
http://bruegel.org/2017/04/machines-that-learn-to-do-and-do-to-learn-what-is-artificial-intelligence/
The research is based off of the suggestions of Alan Turing - from whom the Imitation Game movie came into being.