Earlier quoted context omitted.
Compared to nuclear war, superbugs, volcanoes, meteorites or catastrophic climate change, naughty-AI is a very distant threat. It's like worrying the geneticists are going to breed Ridley Scott's alien sometime in the relevant future. The world is actually pretty messed up with problems right now; some of which we could actually do something meaningful about. Continuing the naughty-AI bunfight isn't one of them.
I think it's far more of a threat than any of those things. Nuclear war isn't inevitable, and wouldn't destroy the entire world, just the countries at war. Even a ridiculous world wide nuclear war would leave tons of survivors. Volcanoes and meteorites are so unlikely they aren't even worth mentioning. Superbugs would have to be intentionally engineered by a malicious group with a lot of resources, and so are very un…
The Myth of AI – Jaron Lanier
161–170 of 172 posts
Re: The Myth of AI – Jaron Lanier
#162Earlier quoted context omitted.
I think it's far more of a threat than any of those things. Nuclear war isn't inevitable, and wouldn't destroy the entire world, just the countries at war. Even a ridiculous world wide nuclear war would leave tons of survivors. Volcanoes and meteorites are so unlikely they aren't even worth mentioning. Superbugs would have to be intentionally engineered by a malicious group with a lot of resources, and so are very un…
Ridley Scott's alien is inevitable. Human history and scientific progress has been driven by conflict. Whenever a better weapon is within reach, we reach out for it. Modern genetics is advancing very fast. We'll definitely have Ridley Scott's alien in our lifetime. It's very likely to kill us all.
I said that it would take a book to explain. You are parodying an extremely shortened summary of a complicated subject.
The difference between AI and "alien" is no one is trying to make alien. There aren't research labs and billions of dollars in funding. There is no incentive at all. And the problem is far more difficult. AI is just algorithms.
Second, aliens arent actually that powerful. Superintelligent AI would be godlike in power to us. I'd much rather have aliens.
Re: The Myth of AI – Jaron Lanier
#163Earlier quoted context omitted.
Ridley Scott's alien is inevitable. Human history and scientific progress has been driven by conflict. Whenever a better weapon is within reach, we reach out for it. Modern genetics is advancing very fast. We'll definitely have Ridley Scott's alien in our lifetime. It's very likely to kill us all.
You're so clever. Alien, el oh el. I said that it would take a book to explain. You are parodying an extremely shortened summary of a complicated subject. The difference between AI and "alien" is no one is trying to make alien. There aren't research labs and billions of dollars in funding. There is no incentive at all. And the problem is far more difficult. AI is just algorithms. Second, aliens arent actually that po…
The purpose of my facetious approach is to make clear that statements such as, "Superintelligent AI would be godlike in power to us," are more likely to have originated by analogy to science fiction than from a grounded understanding of what is possible or realistic in the relevant future.
Being "just algorithms" doesn't really mean very much. It's like saying breeding the Alien is "just genetics". It's something we imagine might be possible, but is far beyond our current capabilities.
Re: The Myth of AI – Jaron Lanier
#164Earlier quoted context omitted.
I think a shorter tl;dr is simply that the ways a human-level or beyond AI can be programmed incorrectly (it eventually kills us all or worse), even trying our best to do it right, outnumber the ways it can be programmed correctly. If you don't believe this, I'm not sure how to convince you, other than to poke holes in your ideas about how a benevolent AI could be programmed correctly so you see that such an idea is…
How about positive feedback loops? Could we not employ ai-technology as an aid in designing, and implementing, benevolent ai?
For instance the other comment brings up the uncertainty around giving an Oracle AI the task of finding what benevolence means to humans, to then plug into the final AI hoping it will be Friendly. You don't know how to precisely define 'benevolent' so let the Oracle AI do it (or help you do it), though you think you can at least program the Oracle AI to do a good job in finding answers to vague, complex, fragile problems. (Why? Past success in AI tech?) Is what the Oracle AI outputs actually good? How do you know? What did the Oracle AI have to do to reach its answer, or gain a last bit of certainty in it? (e.g. Did it reason it needed more data and so built or hastened the arrival of brain-scanning technology, started scanning brains from volunteers, the very recently deceased, cryonics patients, or just without its creators knowledge through black market deals, and at some point did it simulate trillions of human minds under all sorts of gruesome scenarios to test responses? Do you even morally care about sentience on silicon? Would you care more if you were an upload?) You've got a lot of problems just building an Oracle AI (or anything powerful enough that can help you solve the hardest problems). Even supposing the output it gives is good and the costs (practical and ethical) were acceptable, will a seed AI allowed to recursively self-improve be guaranteed to preserve this Friendliness property in all subsequent improvements?
With the idea of using "AI tech", you've basically drawn a line in the outcome space that on one side says something like "let's just program the thing" and the other says "hold on, let's just program the thing but also use all these other relevant computer tools we've developed over the decades to help program the thing". It's the start of an approach, but does it really prune all that much? What do these relevant tools actually buy you in safety, if a safety-guarantee-tool is not among them? Another line which may be what you were heading towards, could be on one side say something like "we might not be able to solve all the necessary problems with our current intelligence, so let's also spend time looking for ways to augment human intelligence -- brain-computer interfaces, brain emulations, tweaks to our genetic code, that sort of thing" and the other side "no, we're capable, let's try our best right now". Using ems based on friendly-ish human minds that become better than human could very well be a better approach to solving the superintelligent problems correctly and efficiently than doing so on raw human levels, on the other hand it could turn very bad if one of those ems instead just solves the problem of recursively improving themselves and their goal and value system is insufficiently friendly. Or many other failure modes. (Though an interesting "most likely scenario" given certain assumptions and only looking at a span of 2 years which by itself doesn't look too terrible is Robin Hanson's Age of Em idea.) Just like approaches involving molecular nanotech to help us, there's reasons why it could be seen to help the best outcome along, but it also opens the door to a lot of other risks that aren't necessarily there if you took the other side, so again how much is really pruned?
What I take as your general idea of "maybe we need and should employ additional help and knowledge that we've yet to gain to even really start" isn't bad, though, much better than "Benevolence is easy, a King and his subjects all know he is a great ruler when everyone is smiling frequently", it's just lacking in detail to constitute a plan. Throwing in the positive feedback loop idea (which might even manifest as impressive accelerating returns, who knows) to me seems only relevant to figuring out time scales, I don't think it says anything about the fraction of good vs. bad outcomes apart from whether short or long time scales matter.
Re: The Myth of AI – Jaron Lanier
#165Earlier quoted context omitted.
How about positive feedback loops? Could we not employ ai-technology as an aid in designing, and implementing, benevolent ai?
We could, maybe, for various degrees of help and with various dangers depending on how much help (look up Oracle AI), and I would easily wager using relevant tools (not just "AI tech") would make the positive outcome more likely than not using them, but there are still many ways it can go wrong, and while past and present weak-AI technology might be useful in creating a sentient machine I'm doubtful much would be tha…
My general take is that, AI or not, the world is continuing to progress towards a future where extinction level capabilities are not only within reach, but also within reach for more and more people. It is, to me, not a question of if, but when, such capabilities will be in the hands of an individual, or organization, that either by malice, or incompetence, would be a serious problem.
Last year a pilot intentionally crashed a plane in act of sucicde, taking 150 passengers with him. Consider a likeminded person capable of engineering a virus.
So, my optimistic take on the future is that while such capabilities are developed, one would hope, that in parallel capabilities to mitigate those threats are also developed, so that when the problems arise the combined capabilities of all benign actors is sufficient to evade extinction.
In the case of AI it just seems implausible that any debate could manage to stop the technological race. Just look at the climate change debate, it has been going on for decades and is just gaining political traction. AI isn't even on the radar yet...
So the plausible futures too me are either that AI will wipe us out, or not. In the event that it does not I think one plausible future is that the potentially malign AI will operate in an environment where other AI, or near AI-systems, will also perceive it as a threat. Hopefully aggregating into the capacity to suppress the dangers in a benign way.
Also, I believe any path from here to AI will consist of a complex system of AI-like technology interwoven with human systems resulting in some aggregates with considerable capablites itself not to be discounted.
In some sense I believe we can extrapolate how things will play out just by looking at some systems that might resemble AI today. Consider corporations, these are actors created from a complex system of legal, economic, social and other constructs. While ostensibly owned by, and operated by, humans, the reality is that there is little any individual human can influence them in view of all other forces directing their actions, making them, in a sense, allready existing, AI:s.
Creating actual AI, as a useful thing, will probably involve similar complexity and influences. So in some sense there are probably similar patterns that will play out. Just as corporations can act to influence the world in ways malign to humans, the AI systems would. And just as corporations, the AI would find it self acting in an environment doing its best to contain the malice.
Re: The Myth of AI – Jaron Lanier
#166Earlier quoted context omitted.
You're so clever. Alien, el oh el. I said that it would take a book to explain. You are parodying an extremely shortened summary of a complicated subject. The difference between AI and "alien" is no one is trying to make alien. There aren't research labs and billions of dollars in funding. There is no incentive at all. And the problem is far more difficult. AI is just algorithms. Second, aliens arent actually that po…
Similarly my own views are the result of a wealth of material not summarisable in a HN comment. I intend to read the book, although I'm sceptical that AI will be established as an issue of political urgency. The purpose of my facetious approach is to make clear that statements such as, "Superintelligent AI would be godlike in power to us," are more likely to have originated by analogy to science fiction than from a g…
We live in a world where the only intelligences are humans. The idea of superintelligent minds seems absurd to us, because it isn't something we've ever encountered in reality before. But there is absolutely no law of nature that says it's impossible, or even difficult. If you look at history, it'd actually be really surprising if it was. Human minds were just the very first intelligence coughed up by evolution. We are far from the limits of what is possible.
And there is a difference between genetic engineering and AI research. Biology is incredibly complicated. Like millions of complicated, interconnected, moving parts. It really is impossible to make Alien, or really anything beyond modifications to existing biology.
Algorithms are a whole nother ball game. Our current AI algorithms are actually reasonably intelligent at many tasks, even smarter than humans at some things. And they are extremely simple. Could be described in a line or two of equations, or a few paragraphs of text. Not because they are primitive, but because simple algorithms work. And they have been improving every single year for a long time, and will likely improve well into the future.
But you don't have to take my word for it. If you survey AI researchers and experts, they almost unanimously agree that AI will be invented in our lifetime. If you survey biologists, I highly doubt they would make similar claims about Alien.
Re: The Myth of AI – Jaron Lanier
#167Earlier quoted context omitted.
>The point isn't whether or not AI is possible (or could pose a serious threat), but whether or not discussing it as a threat given our current, near-zero, understanding of it is productive. It definitely is productive. We can either slow research on AI, or we can research AI safety now. Or both. There's no reason we have to just accept our fate and do nothing, or just hope everything works out when the time comes.
> There's no reason we have to just accept our fate and do nothing, or just hope everything works out when the time comes. And there's the religion.
And after you explain that, explain how having something vaguely in common with religion automatically means it's wrong.
Re: The Myth of AI – Jaron Lanier
#168Earlier quoted context omitted.
>The point isn't whether or not AI is possible (or could pose a serious threat), but whether or not discussing it as a threat given our current, near-zero, understanding of it is productive. It definitely is productive. We can either slow research on AI, or we can research AI safety now. Or both. There's no reason we have to just accept our fate and do nothing, or just hope everything works out when the time comes.
That is not what we're doing. We have no idea what AI is, we have no idea about the relationship our current research has to real AI (because machine learning is not even within sight from true AI), and so we're not even sure that anything we're doing can be classified as "AI research" that we can slow down. How can we research the safety of something we know nothing about? Currently, much of the discussion on the su…
Well I don't agree at all, and neither do many experts. It may not be very intelligent currently, but it's certainly getting there.
>How can we research the safety of something we know nothing about?
Even if AI uses totally unknown algorithms, that doesn't mean we can't do anything about it. The question of how to control AI is relatively agnostic to how the AI actually works. We don't need to know the details of a machine learning algorithm to talk about reinforcement learning. We don't need to know the exact AI algorithm to talk about how certain utility functions would lead to certain behaviors.
Re: The Myth of AI – Jaron Lanier
#169Earlier quoted context omitted.
That is not what we're doing. We have no idea what AI is, we have no idea about the relationship our current research has to real AI (because machine learning is not even within sight from true AI), and so we're not even sure that anything we're doing can be classified as "AI research" that we can slow down. How can we research the safety of something we know nothing about? Currently, much of the discussion on the su…
>because machine learning is not even within sight from true AI Well I don't agree at all, and neither do many experts. It may not be very intelligent currently, but it's certainly getting there. >How can we research the safety of something we know nothing about? Even if AI uses totally unknown algorithms, that doesn't mean we can't do anything about it. The question of how to control AI is relatively agnostic to how…
Which experts say that? Besides, it's not a question of time. Even if strong AI is achieved next year, we are still at a point when we know absolutely nothing about it, or at least nothing that is relevant for an informed conversation about the nature of its threat or how to best avoid it. So we're still not within sight today even if we invent it next month (I am not saying this holds generally, only that as of January 2016 we have no tools to have an informed discussion about AIs threats that will have any value in preventing them).
> We don't need to know the details of a machine learning algorithm to talk about reinforcement learning. We don't need to know the exact AI algorithm to talk about how certain utility functions would lead to certain behaviors.
Oh, absolutely! I completely agree that we must be talking about the dangers of reinforcement learning and utility functions. We are already seeing negative examples of self-reinforcing bias when it comes women and minorities (and positive bias towards hegemonic groups), which is indeed a terrible danger. Yet, this is already happening and people still don't talk much about it. I don't see why we should instead talk about a time-travelling strong AI convincing a person to let it out of its box and then use brain waves to obliterate humanity.
We don't, however, know what role -- if any -- reinforcement learning and utility functions play in a strong-AI. I worked with neural networks almost twenty years ago, and they haven't changed much since; they still don't work at all like our brain, and we still know next to nothing about how a worm's brain works, let alone ours.
Re: The Myth of AI – Jaron Lanier
#170Earlier quoted context omitted.
> There's no reason we have to just accept our fate and do nothing, or just hope everything works out when the time comes. And there's the religion.
And there's the useless comment. Please how that sentence has anything to do with religion. Out of context, it doesn't even look like it's about AI. The same sentence could appear in a discussion about climate change, or nuclear proliferation. But certainly not a religious discussion. And after you explain that, explain how having something vaguely in common with religion automatically means it's wrong.
No one is saying it's wrong, only that the discussion isn't scientific.
It is not only unscientific and quasi-religious; there are strong psychological forces at play, that muddy the waters further. There are so many potentially catastrophic threats that the addition of "intelligence" to any of them seems totally superfluous. Numbers are so much more dangerous than intelligence: the Nazis are more dangerous than Einstein; a billion zombies obliterate humanity; a trillion superbugs are not much more dangerous if they are intelligent or even super-intelligent; we intelligent humans are very successful for a mammal, but we're far from being the most successful (by any measure) species on Earth.
This fixation on intelligence seems very much like a power fantasy of intelligent people who really want to believe that super-intelligence implies super-power. Maybe it does, but there are things more powerful -- and more dangerous -- than intelligence. This power fantasy also helps cast a strong sense of irrational bias over the discussion. This power fantasy is palpable and easily observed when you read internet forums discussing the dangers of AI. This strong psychological bias tends to distract us from less-intelligent, though possibly more dangerous, threats. It is perhaps ironic, yet very predictable, that the people currently discussing the subject with the greatest fervor are the least qualified to do so objectively. It is not much different from poor Christians discussing how the meek are the ones who shall inherit the earth. It is no coincidence that people believe that in the future, power will be in the hands of forces resembling them; those of us who have studied the history of religions can therefore easily identify the same phenomenon in the AI-scare.