The New AI Winter is Coming

So I looked at these AI researchers, using "deep learning" and hiring people to create training data sets:
https://www.bbc.com/news/technology-46055595

and I keep wondering, do they really believe human minds works like that? Because it is obvious, that people use logic to construct objects: it has head lights and, 4 wheels and 4 doors, therefore it is a car. And no training data set will ever cover all cars. The AI has to use logic and make conclusion, while deep learning is relevant only to very basic small parts, like form or texture.

The methods these AI researchers currently use will never allow them to build self driving cars and you can even prove that mathematically: there are infinite number of possible car designs, so you AI has to capture the essence of what is car, not irrelevant parts about it, like its color or form. The problem is similar to how they used early perceptrons, without realizing that single-layer perceptron cant handle non-linear problems.

>>3
Human level AI is possible. It is just that human brain does a lot tricky of stuff, beyond simple neural networks to reduce data dimensionality to manageable size.

And if you implement human level AI, you can then make it work faster than human and augment with instant access to large planetary size knowledge databases, that could be part of decision making. Therefore AI is not only possible, but possible as far surpassing human abilities. Wolfram Alpha already gives some insights of AI would be capable of.