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Machine intelligence, part 2

blog.samaltman.com

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Re: Machine intelligence, part 2

#151
post #127

Earlier quoted context omitted.

> At the risk of falling into "ad hominem" territory, ... I wouldn't worry, you and the parent already have solid footing in "appeal to authority" territory.

The problem with this debate currently is that none of the people talking about it, Altman, Musk, Hawking (like the climate debate) etc... are anything near competent to be talking about it, so they must reference something implicitly like Bostrom. They aren't making individually cogent thought out and articulated arguments, they are all just saying "LOUD NOISES, this is a scary thing that someone said could be bad,…

It is arrogant to make sweeping statements wherein one presumes to be an arbiter of competence. If you think their arguments aren't sufficiently cogent or articulated, then suggest a counterargument rather than dismissing them on the basis of something other than their words.

Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. There is no consensus to be had. Everyone is technically unqualified to speak on the subject.

Artificial intelligence experts today may be able to render guesses more accurate than most as to the arrival of superintelligence via the AGI path. However, this does not confer upon them any sort of authoritative high ground on the matter, nor does it place the issue squarely in their domain.

Doing so would be analogous to trusting a group of explosives experts circa 1944 in saying that we have nothing to fear from atomic weapons, because such devices are to utilize conventional explosive mechanisms in their operation.

Re: Machine intelligence, part 2

#152
post #113

Earlier quoted context omitted.

Climate change could make some cities uninhabitable, and nuclear war could set a country back a century. But AI will exterminate every organism alive. We are playing with fire and saying its ok since the rusty knives and paint chips we were playing with first didn't kill us.

I think your extremely dystopian prediction about AI's consequences is as unrealistic as the hype surrounding it, and I wonder why you downplay the consequences of climate change while emphasizing those of SMI. What evidence do you have to support the assertion that it will exterminate everything alive? We are playing with fire on many levels. It's a Promethean moment. No one thinks it's unimportant. The question is…

Entire books have been written about this, but in a sentence: AI is very likely to be dangerous by default, since it won't have human values/morality by default, and formalizing human values is very difficult.

Seriously look at Superintelligence, or the the Intelligence Explosion FAQ (http://intelligence.org/ie-faq/) for far more depth into these issues.

Re: Machine intelligence, part 2

#153
post #95
post #73

I think @sama's plan isn't very likely to work. Once strong AI is possible, there's no regulatory structure that will keep the genie in the bottle for a meaningful amount of time. The only path I see with some prospect of success is to limit the total amount of computation available on Earth. (Basically like Vinge's slow zone). If we could engineer a pause in Moore's Law at just the right point, it would buy us time.…

Are you suggesting that's what we should do in the face of this potential threat?

If we a seriously believe AI is an extinction level risk, and getting there more slowly might improve our chances, then it seems like we should try anything with a good chance of working. I think this has a better chance of working than regulating AI research itself, since chip manufacturing is centralized and highly visible, whereas AI research could be advanced in secret by a few people in a room. Much easier to successfully regulate the former than the latter.

Re: Machine intelligence, part 2

#154
post #151

Earlier quoted context omitted.

The problem with this debate currently is that none of the people talking about it, Altman, Musk, Hawking (like the climate debate) etc... are anything near competent to be talking about it, so they must reference something implicitly like Bostrom. They aren't making individually cogent thought out and articulated arguments, they are all just saying "LOUD NOISES, this is a scary thing that someone said could be bad,…

It is arrogant to make sweeping statements wherein one presumes to be an arbiter of competence. If you think their arguments aren't sufficiently cogent or articulated, then suggest a counterargument rather than dismissing them on the basis of something other than their words. Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. T…

Your post says too much, basically: "Nobody is an expert therefore everyone can add to the debate." Sorry, not the case. There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not.

Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. There is no consensus to be had. Everyone is technically unqualified to speak on the subject.

How do you figure? There are AGI journals[1], conferences[2], speaker circuits, hackathons etc...So I think you just don't know about them.

Doing so would be analogous to trusting a group of explosives experts circa 1944 in saying that we have nothing to fear from atomic weapons, because such devices are to utilize conventional explosive mechanisms in their operation.

This is a great analogy and I often make the comparison between nuclear technologies (power, radiometry, weapons) to AGI because of scope and potential. The problem however with your analogy is that the current experts aren't analogous to explosives experts, they are more analogous to Szilárd/Einstein. This is why I advocate for an AGI Manhattan project. We need about between 5-10 years of the smartest people alive working on building it. Not thinking about it, building towards it.

[1]http://www.degruyter.com/view/j/jagi

[2]http://agi-conf.org/

Re: Machine intelligence, part 2

#155
post #151

Earlier quoted context omitted.

It is arrogant to make sweeping statements wherein one presumes to be an arbiter of competence. If you think their arguments aren't sufficiently cogent or articulated, then suggest a counterargument rather than dismissing them on the basis of something other than their words. Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. T…

Your post says too much, basically: "Nobody is an expert therefore everyone can add to the debate." Sorry, not the case. There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not. Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. There is no consen…

Close, but a more accurate generalization might read: "Nobody is an expert. Therefore everyone can add to the debate, provided their argument has merit."

>There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not.

You mean like the people at MIRI? In a previous post, you suggest that most of them don't deserve any play at all on the topic.

>How do you figure? There are AGI journals[1], conferences[2], speaker circuits, hackathons etc...So I think you just don't know about them.

Oh but I do, and my statement still stands regardless. AGI does not yet exist. The field itself is in its infancy, and hardly established relative to other fields. As such, there are no experts, nor any consensus, at least not in any authoritative sense.

If you insist upon dismissing the input of select people entirely, then the bar for such a decision should be that they are authoritatively incorrect, or that they are authoritatively unqualified to speak. The problem is that there is nothing to derive such authority from yet, precisely because the field is in its infancy.

>The problem however with your analogy is that the current experts aren't analogous to explosives experts, they are more analogous to Szilárd/Einstein.

Unlike atomic weapons prior to the first test shot (or even prior to Fermi's Chicago Pile-1 experiment), AGI does not yet have a solid theoretical underpinning, let alone a proof of concept. Perhaps the best analogy lies somewhere in between our interpretations.

>This is why I advocate for an AGI Manhattan project.

Funny enough we're in total agreement here. I was even advocating for the same thing via another post in this thread.

>Not thinking about it, building towards it.

There is the question of timing. If the Manhattan Project itself was initiated earlier than it had been, there may not have been enough time for the aforementioned theoretical underpinnings to have been reasoned about to the level they were.

Re: Machine intelligence, part 2

#156
post #155

Earlier quoted context omitted.

Your post says too much, basically: "Nobody is an expert therefore everyone can add to the debate." Sorry, not the case. There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not. Unlike climatology, superintelligence is not yet an established scientific field. It does not currently exist to study. There are no experts. There is no consen…

Close, but a more accurate generalization might read: "Nobody is an expert. Therefore everyone can add to the debate, provided their argument has merit. " > There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not. You mean like the people at MIRI? In a previous post, you suggest that most of them don't deserve any play at all on the top…

You mean like the people at MIRI? In a previous post, you suggest that most of them don't deserve any play at all on the topic.

No, like Joscha Bach, Yoshua Bengio, Ben Goertzel etc... the MIRI people are thinking about AI, not working on it. I should have made that point clearer and said as much. For AGI building = research, thinking =/= research. So for example, my Masters thesis is AGI implications of a nation state building it. This includes several rough roadmaps to AGI. I would not call myself anything close to an expert or researcher working on AGI because I am not building systems that are testing hypotheses about machine intelligence.

AGI does not yet exist.

Once it does, the field (in theory) doesn't really exist anymore really. So there can only be a research into it before it is complete. Arguably an AGI's (if you fall on the side of it being complete at "birth") recursive self improvement makes human input basically worthless.

The only consensus we will come to is when we all agree that the thing we built is actually an AGI. I can talk about those measures but at the end of the day most of the leading people think it's going to be "we'll know it when we see it."

Unlike atomic weapons prior to the first test shot (or even prior to Fermi's Chicago Pile-1 experiment), AGI does not yet have a solid theoretical underpinning, let alone a proof of concept.

Exactly. Which has been my point all along. Arguing about safety is totally a worthless effort, and harmful in my opinion, when we have no idea what the foundations are or the paths to it. When people are calling for regulation before we have anything like real funding for it it totally stifles the field. At best it diverts resources to making "provably safe" AI which is an endless rabbit hole in my opinion because it's an impossible metric.

there may not have been enough time for the aforementioned theoretical underpinnings to have been reasoned about to the level they were.

Enough time? That makes no sense. Lets instead call it an "Delta project" for AI - the entire front end of the project can be building the theoretical framework. There are no rules stating that a project has to be turnkey to realize a goal.

Re: Machine intelligence, part 2

#157
post #155

Earlier quoted context omitted.

Close, but a more accurate generalization might read: "Nobody is an expert. Therefore everyone can add to the debate, provided their argument has merit. " > There are actually people who are studying AGI full time and have made it their life work, regardless of whether you know about it or not. You mean like the people at MIRI? In a previous post, you suggest that most of them don't deserve any play at all on the top…

You mean like the people at MIRI? In a previous post, you suggest that most of them don't deserve any play at all on the topic. No, like Joscha Bach, Yoshua Bengio, Ben Goertzel etc... the MIRI people are thinking about AI, not working on it. I should have made that point clearer and said as much. For AGI building = research, thinking =/= research. So for example, my Masters thesis is AGI implications of a nation sta…

>... the MIRI people are thinking about AI, not working on it.

While they're not building AGI, I would argue that their thinking constitutes not only work, but progress. MIRI is attempting to flesh out the murky, abstract nature of the control problem and translate it into something more concrete, specifically mathematical models that may one day evolve into provably-sound foundations for future work.

>Once it does, the field (in theory) doesn't really exist anymore really. So there can only be a research into it before it is complete.

It is possible and perhaps even likely that the first AGI we create will be contained, but otherwise unsatisfactory to release or utilize without further iteration and study of the design. After all, it's probably a bad idea (in most cases) to leverage its superhuman intelligence if you believe the thing is malicious or otherwise has motives that do not align with human interests.

That said, I cannot imagine research proceeding in any sort of public fashion once that threshold has been passed, so in a way you're likely correct.

>Arguing about safety is totally a worthless effort, and harmful in my opinion, when we have no idea what the foundations are or the paths to it.

While I agree regulation is premature, prominent people like Musk advocating for AGI safety, if only in a general sense, strikes me as a positive thing due to the cultural effects.

Prior to Musk, Hawking, et al., if you mentioned the prospect of unsafe AI, you'd be laughed at in all but the most niche communities. The notion was clearly just something confined to the realm of science fiction movies. Nothing with similarly catastrophic ramifications could ever happen in real life, or otherwise such things were indefinitely far off in the future.

I'm not advocating fear mongering, just saying that when AGI actually does become a serious safety concern, it's better to have the cultural climate already primed and receptive to addressing the problem. On the other hand, if the safety angle is pushed too hard now, it may backfire and have the opposite effect later, and that would be unfortunate.

>There are no rules stating that a project has to be turnkey to realize a goal.

No, but in practice there are political and financial constraints that can sometimes have a similar effect. If a project isn't properly aligned with those constraints, then it becomes more likely to fail. The longer and more expensive a project is, the harder it is to justify or continue to justify in such climates.

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