The most significant modern developments in the field of AI?

What do you consider the most significant progress / breakthrough in real applications of modern AI research? (including, but not limited to: machine learning, statistical processing, and other disciplines detached from AI ).

Please do not hesitate / do not want: winter AI failures / disappointment;

Want: links and pointers to specific real-world applications.

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5 answers

I think the most significant breakthrough is that real consumer apps are actually using AI at the moment. This has become common, and it's not just the curiosity of academic research and special applications, as it was ten years ago. Some examples:

  • Speech and text recognition (e.g. iPhone).
  • Face recognition in digital cameras.
  • Search engines.
  • Email spam filtering.
  • Automatic car gearboxes.
  • Games.
  • and etc.

This is all around us! :-)

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I would add to the list of autonomous robots, similar to those that were in DARPA. Driving through a desert or countryside, getting to know the terrain, avoiding obstacles, finding paths, etc., are of course AI's tough problems.

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In fact, AI research has had a renaissance and has been around for the last 5-8 years or so.

Back when neural networks were furious in the 70s and 80s, they demonstrated such a promise in solving simple tasks that people hope were very high for the entire AI field. Then, when it turned out to be very difficult to switch from simple tasks to real problems, such as language acquisition, many people became disappointed. Until recently, it was.

I am not the best person to ask - not an art expert, but I believe that some of the most promising areas are:

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I think that a real / strong AI has lost it, for decades the talking / understanding computer will be available "in the next 5 years." Then we ended up with Dragon (without a connection) that doesn’t understand anything, it’s a smart microphone, and this time, since I heard something about AI, it’s just not mainstream anymore, because it’s too hard. One thing that, in my opinion, proved the undoubted real AI, since in the machine of thinking, the Turing Test, passing AI is still (very) far. Do not get me wrong, there is a lot of good research, but we will have to wait 200-500 years to achieve the result.

Feel that this will be interesting material coming out of massively parallel systems, especially those built with really simple nodes. And if I were to point out one breakthrough of AI, I would look at the backs from the field of nanotechnology, get really small and see which cells in the brain are still science fiction, but we are hacking it for one day.

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