A lot of respected AI researchers and practitioners are writing these "AIs are really stupid" articles to rebut superintelligence fearmongering in the popular press. That's a valuable service, and everything this article says is correct. Deepmind's Atari network is not going to kick off the singularity.
I worry that the flurry of articles like this, rational and well-reasoned all, will be seen as a "win" for the nothing-to-worry-about side of the argument and lead people to discount the entire issue. This article does a great job demonstrating the flaws in current AI techniques. It doesn't attempt to engage with the arguments of Stuart Russell, Nick Bostrom, Eliezer Yudkowsky, and others who are worried, not about current methods, but about what will happen when the time comes -- in ten, fifty, or a hundred years -- that AI does exceed general human intelligence. (refs: http://edge.org/conversation/the-myth-of-ai#26015, http://www.amazon.com/Superintelligence-Dangers-Strategies-N...)
This article rightly points out that advances like self-driving cars will have significant economic impact we'll need to deal with in the near future. That's not mutually exclusive with beginning to research ways to ensure that, as we start building more and more advanced systems, they are provably controllable and aligned with human values. These are two different problems to solve, on different timescales, both important and well worth the time and energy of smart people.
I worry that the flurry of articles like this, rational and well-reasoned all, will be seen as a "win" for the nothing-to-worry-about side of the argument and lead people to discount the entire issue. This article does a great job demonstrating the flaws in current AI techniques. It doesn't attempt to engage with the arguments of Stuart Russell, Nick Bostrom, Eliezer Yudkowsky, and others who are worried, not about current methods, but about what will happen when the time comes -- in ten, fifty, or a hundred years -- that AI does exceed general human intelligence. (refs: http://edge.org/conversation/the-myth-of-ai#26015, http://www.amazon.com/Superintelligence-Dangers-Strategies-N...)
This article rightly points out that advances like self-driving cars will have significant economic impact we'll need to deal with in the near future. That's not mutually exclusive with beginning to research ways to ensure that, as we start building more and more advanced systems, they are provably controllable and aligned with human values. These are two different problems to solve, on different timescales, both important and well worth the time and energy of smart people.