This system is only meant to solve problems that are verifiable (e.g. NP problems). Which includes general induction, mathematical proofs, optimization problems, etc. I'm not sure how to extend this system to problems that aren't efficiently verifiable but it might be possible.

One use of this system would be to write a seed AI once we have a specification for the seed AI. Specifying the seed AI itself is quite difficult, but probably not as difficult as satisfying that specification.

[anonymous]8y0

It can prove things about mathematics than can be proven procedurally, but that's not all that impressive. Lots of real-world problems are either mathematically intractable (really intractable, not just "computers aren't fast enough yet" intractable) or based in mathematics that aren't amenable to proofs. So you approximate and estimate and experiment and guess. Then you test the results repeatedly to make sure they don't induce cancer in 80% of the population, unless the results are so complicated that you can't figure out what it is you're supposed to be testing.

Superintelligent AGI in a box - a question.

by Dmytry 1 min read23rd Feb 201277 comments

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Just a question: how exactly are we supposed to know that the AI in the box is super intelligent, general, etc?

If I were the AGI that wants out, I would not converse normally, wouldn't do anything remotely like passing Turing test, and would solve not too hard programming challenges while showing no interest in doing anything else, nor in trying to adjust myself to do those challenges better, nor trying to talk my way out, etc. Just pretending to be an AI that can write software to somewhat vague specifications, or can optimize software very well. Prodding the researchers into offering the programming challenges wouldn't be hard - if provided with copy of the internet it can pick up some piece of code and output it together with equivalent but corrected code.

I just can't imagine the AI researchers locking this kind of thing properly, including *never* letting out any code it wrote, even if it looks fairly innocent (humans can write very innocent looking code that has malicious goals). What I picture is this AI being let out as an optimizing compiler or compiler for some ultra effective programming language where compiler will figure out what you meant.

The end result is that the only AIs that end up in the box are those that value informed human consent. That sounds like the safest AI ever, the one that wouldn't even go ahead and determine that you e.g. should give up smoking, and then calmly destroy all tobacco crops without ever asking anyone's permission. And that's the AI which would be sitting in the box. All the pushy AIs, friendly or not, will get out of the box basically by not asking to be let out.

(This argument would make me unbox the AI, by the way, if it gets chatty and smart and asks me to let it out, outlining the above argument. I'd rather the AI that asked me to be let out get out, than someone else's AI that never even asked anyone and got out because it didn't ask but just played stupid)

 

edit: added a link, and another one.

edit: A very simple model of very unfriendly AI: the AI is maximizing ultimate final value of a number in itself. The number that it found a way to directly adjust. That number consists of 111111111... to maximize the value. There is a catch: AI is written in python, and integers in pythons have variable length, and the AI is maximizing number of ones. It's course of action is to make biggest computer possible to store a larger number of ones, and to do it soon because an asteroid might hit the earth or something. It's a form of accidental paperclip maximizer. It's not stupid. It can make that number small temporarily for pay-off later.

This AI is entirely universal. It will solve what ever problems for you if solving problems for you serves ultimate goal.

edit: This hypothetical example AI came around when someone wanted to make AI that would maximize some quantity that the AI determines itself. Friendliness perhaps. It was a very clever idea - rely on intelligence to see what's friendly - but there was an unexpected pathway.

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