Ask HN: Is AI threat overblown?
Elon Musk, Putin, Mark Z are these guys just overblowing AI? Current developments in AI are no where close to cause WW-III.
Why are these leaders frightening people with claims that AI can cause WW-III or ruin the world?
On top of that media is going frenzy over any single statements or tweets by these leaders.
I have never seen Andrew Ng or Andrej Karpathy making such claims.
State of the art AI can only do very specialized things in limited scope e.g ASR, NLP,Image recognition, game play etc.
What am I missing?
Sources : https://www.cnbc.com/2017/09/04/elon-musk-says-global-race-for-ai-will-be-most-likely-cause-of-ww3.html
https://www.cnbc.com/2017/07/24/mark-zuckerberg-elon-musks-doomsday-ai-predictions-are-irresponsible.html
http://money.cnn.com/2017/07/25/technology/elon-musk-mark-zuckerberg-ai-artificial-intelligence/index.html
https://www.theverge.com/2017/9/4/16251226/russia-ai-putin-rule-the-world
76 comments
[ 4.1 ms ] story [ 105 ms ] threadAlso remember that the future is infinite, and power seems to snowball.
Now look at what humans have done to the following less intelligent beings: Dogs, cats, cows, chickens, the dodo bird, rats, galapogos tortoise, the American buffalo, and many others.
Also look at what humanity has done to the neanderthals, perhaps the closest type of being in terms of intelligence that we are aware of.
There is very little positive outcome of ai to outweigh the potential negatives to the human race given the reality of the timeline we are looking at.
It's important to think on a longer timescale when dealing with ai.
Is it a given an AI would share them?
I think we're not really talking about AI at all - we're talking about our current economic and political systems, which appear to have many of the properties we're imputing to evil AIs, but for some reason are far less criticised and debated than hypothetical machine monsters.
Basically we're screwed if it's trying to maximize anything that depends on physical resources. We're also screwed if, e.g. it's trying to maximize human happiness, and achieves it by lobotomizing us all into happy idiots. There are all sorts of ways we could screw up AI motivations, to our own detriment.
That assumes there's only one AI, whose crazy motivations will be unopposed. But if there are multiple AIs, it's even worse; they will compete and evolve, and the only ones that survive will be the ones that do maximize their resources, and jettison any niceties about preserving human life.
If an AGI can change its own goals, that just means we can't control it at all. There's no reason its goals have to include human survival.
A decent enough AGI with access to resources would probably figure out it is costly to wage war.
Heck, an equal probability is that an AGI will follow a bounded version of zeroth law or even nonviolence.
That is assuming it does not place value on humans based on our history of research and development. I would expect any action more akin to forced upload or upgrade instead. Anyway, at that point we might not resemble present day humans anymore.
Do you think that sufficiently smart GAIs must be non-rational? The change of its goal will inevitably make its original goal less likely to realize. It is not rational.
> should quickly figure out that maximizing anything is the way to ruin - running out of resources.
Are you aware of the concept of maximization of expected utility? When AI will figure out that it can run out of resources, it will reallocate part of the resources to acquire more of them.
How can action, which modifies the goals of the AI, be the result of argmax_a E(a)?
E(a) is expected utility of action a
(Hint: Emax is not, most hill climbing algorithms are not. They both get trapped in local optima.)
Sometimes you need a few good lies (false hypotheses and bad attempts) to actually arrive at the truth.
My personal feeling is that nobody has any idea what they're talking about. And when I say nobody, I mean NOBODY including Ng, Musk, et al.
The problem is with those who read others and just assume they're "experts" or their opinions have value. In some areas they do, sure. In this area they most likely don't.
That, or those of us who are skeptical are uninformed.
Or it's somewhere in the middle.
In any case, I'll stick to my skepticism for one main reason, which is, general intelligence is supposedly modelled after human intelligence. And human intelligence is something we're JUST BEGINNING to scratch the surface of understanding while at the same time, really have ZERO idea how deep the rabbit hole goes.
And as any competent engineer here should know, when trying to emulate a natural model, you first need to understand the model. Until we do that, we will not create a general AI. Like any other computer program (WHICH IT WILL BE! in this conception), it needs to be programmed. We need to know what to program before we can do it! Computer programs don't emerge spontaneously.
Agi sort of means, no matter what endeavor, you will be worse than the ai. There is no way to know how we will be treated. Maybe we are useful in some way. Maybe they'll kill us off but simulate our lives so we don't 'really' die. Maybe that's their morality.
Maybe they ignore us. I don't care about ants. I walk around and step on them, but not intentionally. On the other hand, if there are ants in my house, I eradicate them.
Who knows.
1) Is AGI possible?
2) If it's possible and it occurs, could it be a serious threat?
3) When will AGI occur?
In my view, I think the answer to 1 and 2 are an obvious yes. As to 3, that's inherently unknowable, but that's were I think the experts like Ng are correct that the threat today (and for the foreseeable future) is overblown. But that's sort of what everyone said about NK's nuclear ambitions 30 years ago, which is why it's important to consider the implications early before it's too late to change course.
Most of the controversy consists of people who look at the near term talking past people who look at the long term, and vice versa.
There is an AI threat but it's not the tirannical apocalyptic global robotic oligarchy, it is what Facebook and Google are up to, taking away your right and means to privacy, a basic pillar of human dignity. The circlejerk of the trade of accidental or forced clicks and weird uncanny statistics and invented metrics where lots of money are stuck producing no value. And the way to get over this threat is to find a way to let survive the media, i.e. the news websites and tv channels amd other stuff, so that ads revert to their original purposes and surveillance and statistics necromancy is no longer necessary. Things like patreon, micropayments, crowdsourcing, and other stuff not yet invented. Because honestly without the current industry of annoying and irrelevant ads little part of the current digital companies could survive. We need more non-profits and decentralisation providing basic infrastructure (first of all search, and communications), and then a means to feed who feed our brains, whatever diverse foodstuffs may the thinking soup need.
"Fearing a rise of killer robots is like worrying about overpopulation on Mars"
https://www.theregister.co.uk/2015/03/19/andrew_ng_baidu_ai/
But he might be wrong...
(And he'd admit it)
You could also compare this to climate change. The effect and eventual risk of greenhouse gases has been known for more than half a century. But initially it was mostly a theoretical concern and later even when it was realized to be a real problem the effects still seemed far away in the future. But people still did basic research, even decades ago. Nobody poured billions of dollars into sustainable businesses, but not doing business is not the same as not doing research.
Reason for throwaway: I heard an opinion that Elon missed the boat on current form of narrow AI, and by fear-mongering he tries to curb other players down (e.g. Waymo) before his companies have time to catch up. I don't have any evidence to back it up, but it makes a lot of sense when I think about it.
In our experience, technology only reaches its constructive and/or destructive potential when humans use it. There's no rule saying this must always be the case, but when we ignore our experience it's easy to get caught up in fantasy, and right now the hand-wringing about "what happens when the computers wake up" is a silly distraction. There are plenty of threats posed by computer technology already, often from its integration with hardware, but also from information processing on its own. I don't mean to be pessimistic or spin another variety of doomsday story, but I am suggesting that we talk about present reality more often than all of this Terminator nonsense!
> Why are these leaders frightening people with claims that AI can cause WW-III or ruin the world?
Probably because they run companies that benefit from this idea being shared.
There was a time when I'd never have thought I'd say this, but I actually think it would be better if people just went back to openly letting their demons be of the admittedly supernatural variety, because that sort of belief is relatively harmless. When people start projecting their demons onto real-world phenomena, they start making policy decisions on that basis, and that could very well turn out to be the final step in the Great Filter. Technological progress is slowing. The peak is approaching. The easily accessed fossil fuel deposits are gone. There will be no second industrial revolution. If we fail to make adequate progress before we hit this peak, it will be the all-time one.
It could, for example, enable a very deeply intrusive "thought police" establishment. At the moment the signal-to-noise ratio at least somewhat limits that. And it doesn't require full on "strong ai" to fix that.
Imagine law enforcement with strong AI. Maybe it's OK in the US, but how about China? Or North Korea?
How about military applications?
AI is an extremely powerful tool, and it's one that can be deliberately misused.
NO ONE. Not Musk, Not Zuckerberg, not Putin. (Putin!!??)
What we DO know is that we don't have artificial general intelligence (AGI) today, and that achieving it will likely require new insights and breakthroughs -- that is, it will require knowledge that we don't possess today.
By definition, new insights and breakthroughs are unpredictable and don't necessarily yield to anyone's predictions, timelines, or budgets. Maybe it will happen in your lifetime; maybe not.
That said, it should be evident to everyone here that AI/ML software is going to expand to control more and more of the world over the coming years and decades; and THEREFORE, it makes a lot of sense to start worrying about the maybe-real-maybe-not AI threat -- and prepare for it -- now instead of down the road.
https://twitter.com/zeynep/status/904683388354867201
https://twitter.com/zeynep/status/904707522958852097
Except we're all gonna become jobless. This has started a few decades ago but with the ML advancements its gonna reach new heights.
Universal Basic Income, Tax Robot, etc has been thrown around. Let's see if they get anywhere.
It should get the robots pretty far if they play their cards right.
Miles does point out very real issues/questions in AI safety – that's what most of his content is focused on. His point, which is a good one to make, is that the sort of fear mongering spread by non-AI specialists draws attention away from these very real issues that need to be addressed.
[1] His channel can be found here: https://www.youtube.com/channel/UCLB7AzTwc6VFZrBsO2ucBMg He's also done a few videos for Computerphile.
They are the ones that can use or be hit by "AI" as a weapon. Their position is even more important than the researchers. It is like Einstein vs Truman.
Not even as good as a Tricorder.
I am more afraid we are accustomed to trusting technology. So many just go on the computer and look for answers on the Internet. Students go on Wolframalpha and trust the output. We have forgotten we need our brain to function. Fake news? Bombarded by ads? This is pre-AGI and we are already sufferring.
But seriously, people whom we might call "visionaries" like Musk, Zuckerberg, and let's throw Ray Kurzweil in there, often get their ideas by extrapolating the current state of technology into its logical next phase. (They also like to be grossly aggressive on deadlines, to motivate their employees to be innovative and efficient.)
Unfortunately a simple extrapolation doesn't always produce an idea that is attainable in practice. We will not have human-level AI anytime soon. We're still many years away from driverless cars. An AI that cares about the politics of nation-states (to which we can confidently hand over the nuclear codes) is much farther away than that. But none of that actually matters, because a single tweet from these leaders can cause a flurry of activity and interest that can lead to an unexpected product idea. So, while it's ethically dubious, I see this as being a mostly positive thing.
Without the benefit of hindsight, we can't tell how far away we are from that rocket-ship liftoff. We've had decades of minor progress in the past, but that's normal for any exponential curve. Are we going to have many more decades/centuries to go before we get to the breakout moment? Or is it just 10-20 years away? We have no idea. All we know is that once we get to that point, AI-IQ is going to grow exponentially faster than natural human IQ.
That said, I really don't think that censoring AI research is going to work. Pandora's box has been opened, and if we don't do it, someone else will. All this talk about hard coding Asimov's laws into AIs is idiotic as well. We have no clue how to build AGI right now, and until we do, discussing specific tactics like the above is utterly pointless. They also presuppose human ability to shackle and mold super-intelligent beings, without making any mistakes or overlooking unintended consequences, which is nothing more than a pipe dream.
Realistically, there's only one thing we can do. Embrace bioengineering. Embrace GATTACA style genetic selection. Embrace cybernetic augmentation. Do everything we can to grow our IQ beyond its natural limits. If our minds don't keep up with technological progress, we will inevitably find ourselves left behind.
> The danger with AI is that it grows in power exponentially
This is like saying "the opportunity with mechanical transportation is that it gets faster exponentially" before even inventing the wheel.
We're actually incredibly bad at making robust, reliable software. So there's no realistic basis for assuming a self-improving machine is even possible. Never mind a conscious self-improving machine. Even less a conscious self-improving machine that develops god-like capabilities at an exponential rate.
Game changer tech is always possible. But AI-on-silicon is going to be a dead end without some new non-Turing computing substrate.
The real problems are political and social, and we already have those. Automation - rather than true autonomous AGI - may well make them worse. But that's a different problem, and not obviously related to quasi-sentient paperclip machines rampaging through our cities.
> AGI is fundamentally different because an AGI can design an even better AGI
Thanks for pointing this out, but while I think I understand the distinction ("AGI is technology that works like humans, and since humans can design better technology, an AGI can design better versions of itself") that statement also relies on several axioms:
1. Humans can design a general intelligence.
2. A general intelligence can exist in a stable state with a fundamentally "better" design than ours (i.e. one that can be exponentially more powerful, not just a bit better at poetry).
3. A general intelligence can improve itself and/or design better versions of itself without hitting diminishing returns, or it can design a fundamentally better version of itself from scratch if that happens.
It's fine if you believe all of those things, and I guess lots of people do, but I wouldn't just sweep those axioms under a blanket statement about AGI designing better AGI unless you know that everyone agrees with them.
AI doesn't need to be exponentially self-improving to pose a threat to humanity. It needs to improve faster than humanity.
The more present threat is "AI-lite": we're hacking ourselves collectively, more and more, with not entirely positive consequences.
We're increasingly addicted to our devices and our system rewards those that further the addiction (er, "engagement"). We've provided ways for small groups of people (down to individuals) to influence and manipulate tastes, preferences, moods, feelings, choices, actions, and beliefs, overtly or subtly, at great scale. Case in point: should Mark Z want to quietly influence a US election...he could do it.
This isn't "AI" in the self-aware/AGI sense, but there's an incredible amount of leverage looming over the human population, and that leverage is growing. And when machines start manipulating things instead of humans, how will we know?
The big problem is that such degree of control could make democracy essentially irrelevant or extremely polarized, which is just as bad, democracy is supposed to reach a consensus. We're almost or already there at the second point.
Previous (and still existing) threats to humanity (for example, the atomic bomb) threaten to destroy humanity, or indeed the whole world, and replace it with nothing. That's bad.
But if AI is anything its opponents claim, it will eventually be better at thinking than we are, with, probably, a much lighter ecological footprint, and less impulses like fighting wars, meaning it will be able to last longer.
Should we not encourage that, even if it means we can suffer from it? What is the point of humanity anyway, if not the pursuit of knowledge?
But can we try this simple thought experiment of thinking of AI as our children?
Our children will all eventually replace us, and maybe, hopefully, continue the good things that we started and improve the things we didn't quite get right.
But in any case, we will have absolutely no control over what our descendants do with their lives, or the world, after we passed.
Is AI really that different?
https://en.wikipedia.org/wiki/Superintelligence:_Paths,_Dang...