Kevin Drum's Article about AI and Technology
Kevin Drum has an article in Mother Jones about AI and Moore's Law:
THIS IS A STORY ABOUT THE FUTURE. Not the unhappy future, the one where climate change turns the planet into a cinder or we all die in a global nuclear war. This is the happy version. It's the one where computers keep getting smarter and smarter, and clever engineers keep building better and better robots. By 2040, computers the size of a softball are as smart as human beings. Smarter, in fact. Plus they're computers: They never get tired, they're never ill-tempered, they never make mistakes, and they have instant access to all of human knowledge.
The result is paradise. Global warming is a problem of the past because computers have figured out how to generate limitless amounts of green energy and intelligent robots have tirelessly built the infrastructure to deliver it to our homes. No one needs to work anymore. Robots can do everything humans can do, and they do it uncomplainingly, 24 hours a day. Some things remain scarce—beachfront property in Malibu, original Rembrandts—but thanks to super-efficient use of natural resources and massive recycling, scarcity of ordinary consumer goods is a thing of the past. Our days are spent however we please, perhaps in study, perhaps playing video games. It's up to us.
Although he only mentions consumer goods, Drum presumably means that scarcity will end for services and consumer goods. If scarcity only ended for consumer goods, people would still have to work (most jobs are currently in the services economy).
Drum explains that our linear-thinking brains don't intuitively grasp exponential systems like Moore's law.
Suppose it's 1940 and Lake Michigan has (somehow) been emptied. Your job is to fill it up using the following rule: To start off, you can add one fluid ounce of water to the lake bed. Eighteen months later, you can add two. In another 18 months, you can add four ounces. And so on. Obviously this is going to take a while.
By 1950, you have added around a gallon of water. But you keep soldiering on. By 1960, you have a bit more than 150 gallons. By 1970, you have 16,000 gallons, about as much as an average suburban swimming pool.
At this point it's been 30 years, and even though 16,000 gallons is a fair amount of water, it's nothing compared to the size of Lake Michigan. To the naked eye you've made no progress at all.
So let's skip all the way ahead to 2000. Still nothing. You have—maybe—a slight sheen on the lake floor. How about 2010? You have a few inches of water here and there. This is ridiculous. It's now been 70 years and you still don't have enough water to float a goldfish. Surely this task is futile?
But wait. Just as you're about to give up, things suddenly change. By 2020, you have about 40 feet of water. And by 2025 you're done. After 70 years you had nothing. Fifteen years later, the job was finished.
He also includes this nice animated .gif which illustrates the principle very clearly.

Drum continues by talking about possible economic ramifications.
Until a decade ago, the share of total national income going to workers was pretty stable at around 70 percent, while the share going to capital—mainly corporate profits and returns on financial investments—made up the other 30 percent. More recently, though, those shares have started to change. Slowly but steadily, labor's share of total national income has gone down, while the share going to capital owners has gone up. The most obvious effect of this is the skyrocketing wealth of the top 1 percent, due mostly to huge increases in capital gains and investment income.
Drum says the share of (US) national income going to workers was stable until about a decade ago. I think the graph he links to shows the worker's share has been declining since approximately the late 1960s/early 1970s. This is about the time US immigration levels started increasing (which raises returns to capital and lowers native worker wages).

The rest of Drum's piece isn't terribly interesting, but it is good to see mainstream pundits talking about these topics.
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Comments (33)
I published a response to Drum's article here, on MIRI's blog.
Before clicking through, I expected the response to be something like, "So you're worried about AI replacing human labor and wondering, 'What should I do about it?' Here at MIRI ..."
The actual post turns out to be an intelligent and well-thought out guide for how to predict AI advances. Since it seems to largely agree with the time frame suggested in the article above, it is probably most useful for readers who were skeptical of those claims.
What would you suggest for readers who find themselves mostly convinced by Drum's argument, and are asking the "What should I do" question?
(Context: as a MIRI supporter, I'm not asking for information for myself so much as for resources that would be helpful to share with others who start thinking about intelligence explosion issues within the context of technology replacing human labor.)
See How Can I Reduce Existential Risk from AI?
I think there's another step missing between being convinced that AI will replace human labor and that AI is the most pressing x-risk (which is the starting point for the article you linked), but this gives me an idea of what the form of your answer would be:
Not only will AI replace human labor, it's also extremely dangerous (for reasons laid out elsewhere on LessWrong / MIRI / various lukeprog-created websites :)), so we really need to solve the more general problem of AI x-risk.
Good summary. I particularly like the 'Lake Michigan' comparison.
There's some good speculation (about telepathy!) and links to other articles by mainstream pundits courtesy of The Economist .
When the robot revolution happens, we need to have many supporters of efficient charity among the ruling class, at least while the ruling class still consists of humans.
The problem is much worse. All the ethical sophistication in the world (as argued by e.g. Richard Rorty) can not in practice serve as a barrier to cruelty and domination if there's no underlying moral sentiment of empathy, of sharing a certain "human circle" with your fellow beings.
The ruling class needs to share some moral emotions that would allow preference-utilitarian/negative-utilitarian ethics towards the "worthless" poor in the first place. Otherwise they might simply decide that the "efficiency" in "efficient charity" is best achieved by enslaving the former working class or lumping it with domestic animals... for the proles' own safety/virtue/moral benefit/etc, of course. They're dirty and uncouth! they would revert to "savagery" without proper control! they have no use for the liberties that the superior man enjoys! empathizing with them as equals is simply an intellectual mistake and naive sentimentality! ...Basically, see every rationalization for slavery ever made; when slavery cannot be opposed by force or starved economically, those aspiring to become the new "aristocracy" could grow very enamored of such rationalizations again.
I can hardly even begin describing my fears of how the new technocratic/quasi-aristocratic elite might conduct its relations with the "common people" that have no economic or military leverage over it. This is why I am so fucking terrified about the emerging association between transhumanism and an anti-egalitarian/far-right ideology!
The Jacobin magazine has a very good article on this subject from a while ago:
I wonder how this bleak picture might change if we throw cheap cognitive enhancement into the mix. Especially considering Eliezer's idea that increased intelligence should make the poor folks better at cooperating with each other.
Considered it too. I just pray to VALIS that there'll be a steep enough curve of diminishing returns associated with intelligence amplification - so that even if the technocratic elite desperately wants to maintain supremacy, it can't just throw exponentially more resources at "boutique" small-scale enhancement and maintain the gap with "mass-enhanced" humans.
I suspect there are unknown unknowns in the scenario. The masses are more likely to have open source research. I think the elite is more likely to screw itself up with a bad ideology, but that might be mere wishful thinking.
Can you provide some examples of this association?
If you're just talking about libertarians or something, my impression is that they want a reasonably egalitarian society too....they just have different economic policies for bringing it about.
Not libertarians. Reactionaries.
authoritarian anti-egalitarians.
I just meant that I haven't come across any examples of people who are simultaneously transhumanist and authoritarian. Where do I find these writings?
these guys are lesswrongers.
I am transhumanist and authoritarian.
Nick Land I think is another big example?
Oh...so basically the whole Dark Enlightenment school of thought?
I've only started reading this strand of thought recently, and haven't yet made the connection to authoritarianism. I get that they reject modern liberalism, democracy, and the idea that everyone has equal potential, but do they also reject the idea of meritocracy and the notion that everyone aught to have equal opportunity? Do they also believe that an elite group should have large amounts of power over the majority? And do they also believe that different people have (non-minor) differences in intrinsic value as well as ability?
EDIT thoughts after reading the sources you linked:
Perhaps an anti-egalitarian can be thought of one who does not value equality as an intrinsic moral good? Even if everyone is valued equally, the optimal solution in terms of getting the most satisfaction to everyone does not necessarily involve everyone being satisfied in roughly equal measures.
Basically, on Haidt's moral axis, the anti-egalitarians would score highly only on Harm Avoidance, and low on everything else...
...actually, come to think of it that's almost how I scored when i took it a few years ago. - 3.7 harm, 2.0 fairness, 0 on everything else.
you've given yourself the label "authoritarian". If you took Haidt's test, did you score high on authoritarianism? (just trying to pin down what exactly is meant by authoritarianism in this case)
Can't speak for others, but here's my take:
s/they/you:
I think it's more important to look at absolute opportunity than relative opportunity.
That said, in my ideal world we all grow up together as one big happy family. (with exactly the right amount of drama)
Yes, generally. Note that everything can be cast in a negative light by (in)appropriate choice of words.
The elites need not be human, or the majority need not be human.
My ideal world has an nonhuman absolute god ruling all, a human nobility, and nonhuman servants and npc's.
Yes, people currently have major differences in moral value. This may or may not be bad, I'm not sure.
But again, I'm more concerned with people's absolute moral value, which should be higher. (and just saying "I should just value everyone more" ie "lol I'll multiply everyone's utility by 5" doesn't do anything)
Dunno, you'd have to test them.
My general position on such systems is that all facets of human morality are valuable, and people throw them out/emphasize them for mostly signalling/memetic-infection reasons.
All of those axes sound really important.
Haven't taken the test. Self-describing as an "authoritarian" can only really be understood in the wider social context where authority and hierarchy have been devalued.
So a more absolute description would be that I recognize the importance of strong central coordination in doing things (empirical/instrumental), and find such organization to have aesthetic value. For example, I would not want to organize my mind as a dozen squabbling "free" modules, and I think communities of people should be organized around strong traditions, priests, and leaders.
Of course I also value people having autonomy and individual adventure.
I think that's really the crux of it. When someone says they are authoritarian, that doesn't necessarily have anything to do with present/past authoritarian regimes.
Isn't that a bit recursive? Human morality defines what is valuable. Saying that a moral is valuable is implying some sort of meta-morality. If someone doesn't assign "respect for authority" intrinsic value (though it may have utility in furthering other values), isn't that ...just the way it is?
I think everyone's ideal world is one where all our actions were directed by a being with access to the CEV of humanity (or, more accurately, each person wants humanity to be ruled by their own CEV). On LessWrong, that's not even controversial - it would be by definition the pinnacle of rational behavior.
The question is intended to be answered with realistic limitations in mind. Given our current society (or maybe given our society within 50 years, assuming none of that "FOOM" stuff happens) is there a way to bring about a safe, stable authoritarian society which is better than our own? There's no point to a political stance unless it has consequences for what actions one can take in the short term.
Sounds pretty dangerous.
No. Generally people are confused about morality, and such statements are optimized for signalling rather than correctness with respect to their actual preferences.
For example, I could say that I am a perfectly altruistic utilitarian. This is an advantageous thing to claim in some circles, but it is also false. I claim that the same pattern applies to non-authoritarianism, having been there myself.
So when I say "all of it is valuable" I am rejecting the pattern "Some people value X, but they are confused and X is not real morality, I only value Y and Z" which is a common position to take wrt the authority and purity axes on haidt, because that is supposedly a difference between liberals and conservatives, hence ripe for in-group signalling.
If some people value X, consider the proposition that it is actually valuable. Sometimes it isn't, and they're just weird, but that's rare, IMO.
You are asking me to do an extremely large computational project (designing not only a good human society, but a plausible path to it), based on assumptions I don't think are realistic. I don't have time for that. Some people do though:
Moldbug has written plenty about how such a society could function and come about (the reaction)
Yvain has also recently laid out his semi-plausible authoritarian human society (raikoth) (eugenics, absolute rule by computer, omnipresent surveillance, etc)
I expect moreright will have some interesting discussion of this as well.
Enslaving, in terms of putting to work w/o pay, doesn't make much sense in the hypothetical where the marginal value of human labor is effectively worthless, right? What would the poor be enslaved to do?
Perhaps a more realistic scary scenario would be this one: http://unqualified-reservations.blogspot.com/2009/11/dire-problem-and-virtual-option.html (essentially: when you're no longer of productive benefit to society, you go to virtual reality / video game heaven).
How scary that proposal sounds might be a matter of debate, though I suppose most folks around here would prefer a more egalitarian scenario where cognitive enhancement is distributed evenly enough that no human is left behind.
For my own part, I'm content to wirehead to the extent that I have confidence that machines are capable of being more productive-to-others than I am along the axes I value being productive-to-others on.
Put differently: I don't seem to care very much whether I am doing important things, as long as important things are getting done at least as effectively as they would be were I doing them.
There's a slight refinement to this in the case where the entities doing the important things are basically like me, since there's a whole question of whether I'm defecting in a Prisoner's Dilemma, but I interpret the connotations of "machine" as implying that this complication doesn't arise here.
Ah, a very interesting point of view. Framing it as a dichotomy between important work and wireheading seems a bit stark though. Are you meaning to include any sort non-productive fun under the umbrella of wireheading? I usually think of that term as implying only simple, non-complex fun (e.g. pleasure of orgasm vs experience of love and friendship).
This gets difficult to specify, because "productive" and "important" are themselves ill-defined, but I certainly mean to include "virtual reality/video game heaven" within "wireheading," including VR environments including virtual people that pretend to love and befriend me. (This is distinguished from actual people who really do love and befriend me, whether they have flesh-and-blood bodies or not.)
That said, I have no idea, ultimately, if I would prefer the continuous-orgasm video game or the fake-love-and-friendship video game... I might well prefer the latter, or to switch back and forth, or something else.
Ah, that clears things up, thanks!
It certainly seems more analogous to welfare or gated communities than a hypothetical "war against the poor" does.
Note that the drop in labor's share of income corresponds very highly with the entry into the global market of huge new labor pools in China and the rest of Asia. Very basic economics suffices to explain it: the ratio of labor to capital suddenly went way up, so the price of labor had to go down. I have very high confidence that this situation is going to start to reverse as the Chinese start to accumulate capital.
But is your confidence high enough to counterbalance the loss if it turns out you're wrong?
In the piece, Drum links this article by economist Noah Smith, which concludes:
I'm not sure that follows.
If the price of consumer goods and basic necessities of all types fell to almost zero, but we had large-scale technological unemployment (most people don't have a job and thus have little money), I would expect most people to just stop paying for most services and just do them for themselves (or for their neighbors, whatever). Which would then eliminate more service jobs, and so on.
You could easily get to a point where much or most of the mainstream economy just ceases to exist.
You are assuming that most people wouldn't have a job. I think most people would have jobs if scarcity only ended for consumer goods. We would still need plumbers, teachers, lawyers, cops, firemen, soldiers, doctors, investors, scientists, etc. The scary part is when AIs can do those jobs as well.
I'm not assuming that most people wouldn't have a job, at least not at first. I think that if unemployment goes above about 15% or so and stays there, the whole system starts to become unstable; that's the point where you tend to get either political change or revolution, if people aren't able to fill their basic needs.
Most of the things you list are actually professions that are mostly hired by the government itself, and the govenrment shouldn't have any shortage of money, since it can still tax the lights-out factories that are producing everything. Those jobs will continue to exist for a while, and in fact more services might move over to that bucket (for example, in the UK doctors are all employed by the government itself, and that model might spread). All of the private sector jobs, though, could start to disappear.