Is a neural network a special case of artificial intelligence?

Question

Neural networks

Over the past couple of years, I have seen huge progress in neural networks. The question is - can a neural network be considered a weak artificial intelligence? Is it possible to upgrade a neural network to a full-fledged AI?

Answer 1

If you go down to the kitchen level of the discussion - do you think a neural network can pass the Turing Test?

Answer 2

I support Saboteur , first you need to define the concept of "intelligence", then the concept of "artificial intelligence", and then also the "half-valued AI" that you mentioned. On the one hand, intelligence can be considered the ability to build new conclusions based on existing facts, but then AI can be considered a program in Prolog / Datalog, and even a SQL query. On the other hand, if we talk about the journalistic concept of AI, which has "free will" and other things that are usually attributed to humans, then we first need to deal with these concepts.
My answer is that I would leave these concepts aside for the next 100 years, or rather, I would leave them to publicists and journalists. If you are a serious IT person, talk about neural networks like neural networks, even if they are very complex. No one yet understands whether quantity can turn into quality at all, and if so, when it will happen.

Answer 3

where is the big progress ?
in cheaper SSD/SAS and cores?

Answer 4

And it seems to me that not everything is so deaf (with the advent of the Internet). In my opinion, the Japanese have already gone according to "my" method.
Let's take a child as an example. First, he recognizes the parents, the rattle, learns the words "mom", "dad", "give".
So we take a computer (neural network), start teaching like a child, then connect it to the Internet, let him visit a school, institute, fall in love ... - and voila!

Answer 5

strong AI is one that understands the meaning of words (can be compared with the left hemisphere of the brain)
in addition to understanding words, AI also recognizes images (can be compared with the right hemisphere of the brain)
neural networks recognize images - but this is a weak AI
, that is, for example, Mowgli is a person with an underdeveloped left hemisphere - this is an idiot, that is, weak AI
to make strong AI a programmer must be a strong linguist and even a philosopher (understand the meaning of words)

Answer 6

Artificial intelligence has not yet been created.
And similarities look much simpler and have already existed for 50.
https://ru.wikipedia.org/wiki/%D0%AD%D0%BB%D0%B8%D...

Answer 7

habrahabr.ru/post/193284
PS why was it half translated? Kniga_aidi then