The Limitations of Deep Learning

Re:The Limitations of Deep Learning by latently on Monday July 17, 2017 @06:46PM (#14792897)

I like your comment. The real question is whether they are conscious.

The analogy between deep neural networks and the brain has proven to be very fruitful. Other analogies may as well. See our upcoming paper for more info.

https://grey.colorado.edu/mediawiki/sites/mingus/images/3/3a...

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Re:The Limitations of Deep Learning by nojvek on Tuesday July 18, 2017 @03:30PM (#14799355)

I think a lot of people end up mixing being alive with being conscious. Is a tree conscious? Is a self driving car conscious?

If we use the definition "Aware of its surroundings, responding and acting towards a certain goal" then a lot of things fit that definition.

When an AI plays the atari games, learns from it and plays at a human level, I would call it conscious. It's not a human level conscious agent but conscious nonetheless.

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Re:The Limitations of Deep Learning by latently on Wednesday July 19, 2017 @11:08AM (#14804828)

Consciousness has a specific meaning - https://en.wikipedia.org/wiki/Qualia

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