Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Shane Legg
Eliezer, As the system is now solving the optimization problem in a much simpler way (brute force search), according to your perspective it has actually become less intelligent? It has become more powerful and less intelligent, in the same way that natural selection is very powerful and

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Shane Legg
Pei, This just shows the complexity of the usual meaning of the word intelligence --- many people do associate with the ability of solving hard problems, but at the same time, many people (often the same people!) don't think a brute-force solution show any intelligence. I think this comes

[agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
Shane, I dealt with this in my 2006 book The Hidden Pattern by distinguishing [roughly speaking -- there was some formalism but I'll avoid it for the moment] intelligence in context C = total complexity of goals achievable in C efficient intelligence = average over all goals G in C of:

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Shane Legg
Ben, According to this distinction, AIXI and evolution have high intelligence but low efficient intelligence. Yes, and in the case of AIXI it is presumably zero given that the resource consumption is infinite. Evolution on the other hand is just efficient enough that when implemented on a

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Mike Tintner
Pei: This just shows the complexity of the usual meaning of the word intelligence --- many people do associate with the ability of solving hard problems, but at the same time, many people (often the same people!) don't think a brute-force solution show any intelligence. Shane: I think

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
Nevertheless, it is still the end product raw intelligence generated by the system that really excites me, rather than statistics on its internal efficiency. Shane Yeah, I agree with that. But like I said, the question is whether in the real world, efficiency needs to be considered as

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Benjamin Goertzel
It would be nice to see an example of this emergence - of one basic computational/ problem-solving process [or set of processes] that you think will give rise to an additional or higher-level process - so we can discuss it. Understood... I'll reply to this a little later when I have time

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Pei Wang
On 5/17/07, John G. Rose [EMAIL PROTECTED] wrote: I may be coming in from left field and haven't read a lot of these discussions on defining intelligence, but defining intelligence verbally, yes, it can have numerous descriptions and arguments. But I need something concrete and measurable in

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Pei Wang
On 5/17/07, Shane Legg [EMAIL PROTECTED] wrote: This just shows the complexity of the usual meaning of the word intelligence --- many people do associate with the ability of solving hard problems, but at the same time, many people (often the same people!) don't think a brute-force solution

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Pei Wang
On 5/17/07, Mike Tintner [EMAIL PROTECTED] wrote: One of the huge flaws in the way you guys are talking about intelligence (and one of the reasons you do need a dual definition as I suggested earlier) is that you've reduced intelligence to an entirely computational, disembodied affair. But it

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Pei Wang
On 5/17/07, Pei Wang [EMAIL PROTECTED] wrote: I assuming you are not arguing that evolution is not the only way to produce intelligence ... Sorry, it should be I assume you are not arguing that evolution is the only way to produce intelligence Pei - This list is sponsored by AGIRI:

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Shane Legg
On 5/17/07, Pei Wang [EMAIL PROTECTED] wrote: Sorry, it should be I assume you are not arguing that evolution is the only way to produce intelligence Definitely not. Though the results in my elegant sequence prediction paper show that at some point math is of no further use due to

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Pei Wang
Ben and Shane, I started this discussion with the hope to show people that there are actually different understandings (or call them definitions ) of intelligence, each with its intuitions and motivations, and they lead to different destinations and serve different purposes. These goals cannot

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
Pei, I think it all comes out in the wash, really ;-) You are talking about insufficient knowledge and resources and my discussion of efficiency only pertains to the insufficient resources part. But I think insufficient knowledge comes along automatically with insufficient resources +

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Pei Wang
On 5/17/07, Benjamin Goertzel [EMAIL PROTECTED] wrote: Pei, I think it all comes out in the wash, really ;-) You are going beyond my English capability. ;-) You are talking about insufficient knowledge and resources and my discussion of efficiency only pertains to the insufficient

Re: [agi] definitions of intelligence, again?!

2007-05-17 Thread Richard Loosemore
John G. Rose wrote: I may be coming in from left field and haven't read a lot of these discussions on defining intelligence, but defining intelligence verbally, yes, it can have numerous descriptions and arguments. But I need something concrete and measurable in the form of an equation. Is

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Richard Loosemore
Pei Wang wrote: On 5/17/07, Benjamin Goertzel [EMAIL PROTECTED] wrote: Pei, I think it all comes out in the wash, really ;-) You are going beyond my English capability. ;-) Translation: It doesn't matter one way or the other. ;-) Richard Loosemore. - This list is sponsored by

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Josh Treadwell
Mark, it seems that you're missing the point. We as humans aren't ABSOLUTELY CERTAIN of anything. But we are perfectly capable of operating on the fine line between assumed certainty and uncertainty. We KNOW that molecules are made of up bonded atoms, but past a certain point, we can't say

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Matt Mahoney
--- Pei Wang [EMAIL PROTECTED] wrote: To me, traditional computer science (CS) studies what is the best solution to a problem if the system has SUFFICIENT knowledge and resources, and AI is about what is the best solution to a problem if the system has INSUFFICIENT knowledge and resources. I

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Pei Wang
On 5/17/07, Mike Tintner [EMAIL PROTECTED] wrote: Pei: AI is about what is the best solution to a problem if the system has INSUFFICIENT knowledge and resources. Just so. I have just spent the last hour thinking about this area, and you have spoken the line I allotted to you almost perfectly.

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Pei Wang
Richard, Thanks! But to me, it is 差之毫厘,谬以千里 --- a Chinese idiom meaning An error the breadth of a single hair (in working definitions) can lead you a thousand miles astray (in research results) --- of course, the word in parenthesis are mine ;-) Pei On 5/17/07, Richard Loosemore [EMAIL

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Pei Wang
On 5/17/07, Matt Mahoney [EMAIL PROTECTED] wrote: --- Pei Wang [EMAIL PROTECTED] wrote: To me, traditional computer science (CS) studies what is the best solution to a problem if the system has SUFFICIENT knowledge and resources, and AI is about what is the best solution to a problem if the

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Mike Tintner
Pei, I don't think these distinctions between terms really matter in the final analysis - right, optimal etc. What I'm assuming, however you define it, is that you are saying that AI can find one solution that is better than others under conditions of insufficient knowledge/uncertainty - and

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Mike Tintner
Josh: Any well designed AI system should not have the masturbatory tendencies to take unjustified risks. Josh, Jeez, you guys will not face reality. MOST of the problems we deal with involve risks (and uncertainty). That's what human intelligence does most of the time - that's what any

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
*Won't somebody actually deal with the problem - how will your AGI system decide to invest or not to invest $10,000 in a Chinese mutual fund tomorrow? (You guys are supposed to be in the problem-solving business).* Look, a Novamente-based AGI system could confront this problem in 1's of

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread J Storrs Hall, PhD
On Thursday 17 May 2007 03:36:36 pm Matt Mahoney wrote: What if you had sufficient computing power. Then how would you solve AGI? This is actually the basis of my approach. I just assume the brain has on the order of 1K times more processing power than I have to experiment with, so I look

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread J Storrs Hall, PhD
On Thursday 17 May 2007 04:42:33 pm Mike Tintner wrote: Won't somebody actually deal with the problem - how will your AGI system decide to invest or not to invest $10,000 in a Chinese mutual fund tomorrow? (You guys are supposed to be in the problem-solving business). Au contraire. Mainstream

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Mark Waser
Ben, Why are you still encouraging an obvious troll? - Original Message - From: Benjamin Goertzel To: agi@v2.listbox.com Sent: Thursday, May 17, 2007 4:47 PM Subject: Re: [agi] Intelligence vs Efficient Intelligence Won't somebody actually deal with the problem -

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread J Storrs Hall, PhD
On Thursday 17 May 2007 05:36:17 pm Mike Tintner wrote: You don't start a creative process with the solution, or the kind of solution you reckon you need, i.e. in this case, the kind of architectures that you reckon will bring about AGI. Wrong. Technological innovations are quite frequently

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
Yeah, Mark, you have a good point. Mike Tintner, I'm going to once again make an effort to stop succumbing to the childish urge to reply to your messages, when we obviously are not communicating in a useful way in this context... ;-) -- Ben On 5/17/07, Mark Waser [EMAIL PROTECTED] wrote:

Re: [agi] Intelligence vs Efficient Intelligence

2007-05-17 Thread Benjamin Goertzel
In fact, I'll be offline for the next couple days, which will make it easy! On 5/17/07, Benjamin Goertzel [EMAIL PROTECTED] wrote: Yeah, Mark, you have a good point. Mike Tintner, I'm going to once again make an effort to stop succumbing to the childish urge to reply to your messages, when

RE: [agi] definitions of intelligence, again?!

2007-05-17 Thread John G. Rose
Intelligence - we're talking about storing and flipping bits - minimalistically that's it. How many variables will it take to come up with an equation? 6? 7? Some of the variables are specific and some may be general. One may be a measurement of complexity, one a vector set

RE: [agi] definitions of intelligence, again?!

2007-05-17 Thread John G. Rose
From: Richard Loosemore [mailto:[EMAIL PROTECTED] John G. Rose wrote: Intelligence - we're talking about storing and flipping bits - minimalistically that's it. How many variables will it take to come up with an equation? 6? 7? Some of the variables are specific and some may be