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We still haven't perfected voice recognition and speech synthesis.We still haven't found a way to store such a massive amount of data and developed algorithms capable of accessing such amount of data in (almost) real time. Human brain capacity reaches something like 2.5 petabytes ( source).We still haven't agreed on a set of rules regarding the AI's behavior (which obviously doesn't mean that AIs are going to comply to them).

The difficulty of integrating multiple complex components together to make a complex dynamical software system, in cases where the behavior of the integrated system depends sensitively on every one of the components.

Yes, there's IBM's Watson program and yes, there's a huge support from Google recently, but it's still neglected by most of the companies.

The relatively minimal funding allocated to AI research.

Yup, regardless of the fact that the computer hardware is rapidly becoming stronger, we still need to improve it quite a bit for them to be able to support the real intelligence.

The weakness of current computer hardware.

Lets list a few of them here (using this as a source): But there's still a lot of things that we first need to figure out.

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