And most people agreed that the idea wasn't that far-fetched. That's great, because realizing that that idea isn't that far-fetched means you'll understand the Singularity.
The basic idea of the Singularity is that progress keeps accelerating. On a dead planet, not much stuff happens. But when you finally have good replicating organisms, much more progress can happen. And every new improvement in this progress can be used to.. accelerate progress. And the amazing thing is that this happens on a roughly exponential scale. If you are not familiar with the logarithmic graphs, a short Wikipedia explanation;
A simple example is a chart whose vertical axis increments are labeled 1, 10, 100, 1000, instead of 1, 2, 3, 4. Each unit increase on the logarithmic scale thus represents an exponential increase in the underlying quantity for the given base (10, in this case). Presentation of data on a logarithmic scale can be helpful when the data covers a large range of values. The use of the logarithms of the values rather than the actual values reduces a wide range to a more manageable size. http://en.wikipedia.org/wiki/Logarithmic_scale
If you plot those key events on a logarithmic graph, you get a quite straight line;
A straight line through a logarithmic graphs indicates exponential growth.
You may think that Kurzweil, one of the biggest promoters of this idea, just cherry-picked those events. Nope.
It's hard to truly understand how long a period of thousand million years is, certainly on a logarithmic scale, so here the same 'countdown' on a normal graph;
Many of you, certainly PC gamers, are familiar with "Moore's Law". It's about the yearly doubling of the power of hardware. It explains why... -you need to upgrade your PC so often -why tablets and smartphones[1] are getting smaller and cheaper -the PS3 is so much more powerful than the PS2.
8GB of RAM isn't extraordinary anymore. The Nintendo 64 had 4MB of RAM. And as far as I know the PS2 only had 32MB of RAM. 4 MB - 32 MB - 8000 MB. Seriously. This is a forum with a lot of young people, and I'm certain that nearly everyone who reads this was alive when the Nintendo 64 was launched in 1997. You were alive when we progressed from 4 to 4000MB. In a very short time.
So, Kurzweil's idea is that we'll continue to develop exponentially. What this will result in can be best described by himself in his book The Singularity Is Near.
Thus the twentieth century was gradually speeding up to today's rate of progress; its achievements, therefore, were equivalent to about twenty years of progress at the rate in 2000. We'll make another twenty years of progress in just fourteen years (by 2014), and then do the same again in only seven years. To express this another way, we won't experience one hundred years of technological advance in the twenty-first century; we will witness on the order of twenty thousand years of progress (again, when measured by today's rate of progress), or about one thousand times greater than what was achieved in the twentieth century
This may sound strange to you... but... I knew my mother's grandmother. She was born in 1909. Would she have believed you if you told her that she'll experience the... -First World War -Second World War -the invention of airplanes -the invention of rockets -the moon landing -the invention of television -the invention of color television
And that she'll be able to use some kind of supercalculator[2] that enabled her to talk with people in Japan or search through an ENORMOUS library called the internet - instantly? Or that she would live more than twice as long as the average life expectancy during her birth (46, and that's in Germany, not the whole world)?
This extraordinary progress can be achieved by 'creating' and 'copying' intelligence. Intelligence is one of the most powerful tools in the universe. The last few centuries we have changed the world by replacing human labor with 'machine labor'; we call it the 'Industrial Revolution'. Look at what happened...
There is nearly no true physical labor left in the West, and maybe even in the world. Could you present to me one example of significant work that has to be done by human physical strength? There is still a lot to be done left for humans, but this is not because of their strength, this is because of their brain. 'We' don't need your muscles or your body, but we do need your head. [3]
In this century, the 21th century, we're gonna replace 'mental labor' by 'machines'. Arguing about the possibility that we will get this intelligent machines should be done in the 'I, Robot' thread. But the results... if we do create these machines...
When they achieve this level of development, computers will be able to combine the traditional strengths of human intelligence with the strengths of machine intelligence. The traditional strengths of human intelligence include a formidable ability to recognize patterns. The massively parallel and self-organizing nature of the human brain is an ideal architecture for recognizing patterns that are based on subtle, invariant properties. Humans are also capable of learning new knowledge by applying insights and inferring principles from experience, including information gathered through language. A key capability of human intelligence is the ability to create mental models of reality and to conduct mental "what-if" experiments by varying aspects of these models. The traditional strengths of machine intelligence include the ability to remember billions of facts precisely and recall them instantly. Another advantage of nonbiological intelligence is that once a skill is mastered by a machine, it can be performed repeatedly at high speed, at optimal accuracy, and without tiring. Perhaps most important, machines can share their knowledge at extremely high speed, compared to the very slow speed of human knowledge-sharing through language. Nonbiological intelligence will be able to download skills and knowledge from other machines, eventually also from humans. Machines will process and switch signals at close to the speed of light (about three hundred million meters per second), compared to about one hundred meters per second for the electrochemical signals used in biological mammalian brains.31 This speed ratio is at least three million to one. Machines will have access via the Internet to all the knowledge of our human-machine civilization and will be able to master all of this knowledge. The combination of these traditional strengths (the pattern-recognition ability of biological human intelligence and the speed, memory capacity and accuracy, and knowledge and skill-sharing abilities of nonbiological intelligence) will be formidable. Machine intelligence will have complete freedom of design and architecture (that is, they won't be constrained by biological limitations, such as the slow switching speed of our interneuronal connections or a fixed skull size) as well as consistent performance at all times. Once nonbiological intelligence combines the traditional strengths of both humans and machines, the nonbiological portion of our civilization's intelligence will then continue to benefit from the double exponential growth of machine price-performance, speed, and capacity. Once machines achieve the ability to design and engineer technology as humans do, only at far higher speeds and capacities, they will have access to their own designs (source code) and the ability to manipulate them. Humans are now accomplishing something similar through biotechnology (changing the genetic and other information processes underlying our biology), but in a much slower and far more limited way than what machines will be able to achieve by modifying their own programs. Biology has inherent limitations. For example, every living organism must be built from proteins that are folded from one-dimensional strings of amino acids. Protein-based mechanisms are lacking in strength and speed. We will be able to reengineer all of the organs and systems in our biological bodies and brains to be vastly more capable. As we will discuss in chapter 4, human intelligence does have a certain amount of plasticity (ability to change its structure), more so than had previously been understood. But the architecture of the human brain is nonetheless profoundly limited. For example, there is room for only about one hundred trillion interneuronal connections in each of our skulls. A key genetic change that allowed for the greater cognitive ability of humans compared to that of our primate ancestors was the development of a larger cerebral cortex as well as the development of increased volume of gray-matter tissue in certain regions of the brain.32 This change occurred, however, on the very slow timescale of biological evolution and still involves an inherent limit to the brain's capacity. Machines will be able to reformulate their own designs and augment their own capacities without limit. By using nanotechnology-based designs, their capabilities will be far greater than biological brains without increased size or energy consumption.
The rate of technological change will not be limited to human mental speeds. Machine intelligence will improve its own abilities in a feedback cycle that unaided human intelligence will not be able to follow. This cycle of machine intelligence's iteratively improving its own design will become faster and faster. This is in fact exactly what is predicted by the formula for continued acceleration of the rate of paradigm shift. One of the objections that has been raised to the continuation of the acceleration of paradigm shift is that it ultimately becomes much too fast for humans to follow, and so therefore, it's argued, it cannot happen. However, the shift from biological to nonbiological intelligence will enable the trend to continue.
TL;DR: You remembers those monks in medieval times? They wrote on parchment. Parchment is made from skin. So to copy the Bible, you need hundreds of dead animals and you need a monk to dedicate multiple years of their life to accurately copying a Bible. That's circa 1400. Now it's 2012. If I want to copy the Bible... Ctrl-C, Ctrl-V. Ready. Took me a second.
This is the future of intelligence. Now we spend decades to educate a person. They can work for a few decades and than we'll have to pay for their retirement. In the future, we'll just be able to Ctrl-C, Ctrl-V and KABAM, another great scientist. And this scientist will... -operate a light speed instead of slow electro-chemical brainspeed. -be a combination of Leonardo da Vinci, Einstein, Google, Wikipedia that understands all information ever created by mankind.
Kurzweil think this will all happen before 2050. So when you're below 40, you can be quite sure that you'll live to experience this.
Oh, and this graph. This is what happens if you extrapolate Moore's law in the 21th century.
EDIT (21 March, is it spring now?); Ahum. NEWS!
PRESS RELEASE: Researchers from Chalmers and the University of Gothenburg have shown that nanocellulose stimulates the formation of neural networks. This is the first step toward creating a three-dimensional model of the brain.
When the nerve cells finally attached to the scaffold they began to develop and generate contacts with one another, so-called synapses. A neural network of hundreds of cells was produced. The researchers can now use electrical impulses and chemical signal substances to generate nerve impulses, that spread through the network in much the same way as they do in the brain. They can also study how nerve cells react with other molecules, such as pharmaceuticals.
[2] Oh wait they didn't even have calculators in 1909
[3] I'm not arguing there is no heavy physical labor left in the world. What I mean with 'true' physical labor, is that we need those people to 'produce energy'. We don't need that anymore. But we do need humans because they're intelligent enough to be flexible, and because they are great with pattern recognition and such.
'Kay, so...what are we supposed discuss? So far I've gotten:
-Stuff's improved and innovated pretty quickly -Stuff's going to continue improving and innovating pretty quickly -There are a few people out there so concerned about the possibilities that lie beyond what we can see that they've made scary charts based on exponents to get others worried about it, too.
I say one thing at a time. Tomorrow will come one way or another, and we humans have been taking on tomorrows for several thousands of years now. Sometimes tomorrow has brought us joy and wonder, other times it's brought despair and destruction. But we've made it this far, and as you've pointed out we've gone through a lot of radical changes along the way. So I think as long as tomorrows keep coming, we'll find a way to deal with it, one way or another. And it's not inherently a bad thing to worry about a tomorrow that's still a few tomorrows away, but we can't get too fixated on that far in the future, either. Anybody who's lived a long life will tell you that life doesn't always like to follow a neat little chart.
Ha! Funny man, that Kurzweil. Thinking in less than 40 years we will not only understand technology and the brain so much that we can turn functioning memories into binary information and back into functioning memories again in a completely different brain with a completely different set of neurons and understanding of the world, but also that we as a society will actually be ready to consider phasing a HUGE portion of the workforce and the economy out of existence.
Lilani: 'Kay, so...what are we supposed discuss? So far I've gotten:
-Stuff's improved and innovated pretty quickly -Stuff's going to continue improving and innovating pretty quickly -There are a few people out there so concerned about the possibilities that lie beyond what we can see that they've made scary charts based on exponents to get others worried about it, too.
I say one thing at a time. Tomorrow will come one way or another, and we humans have been taking on tomorrows for several thousands of years now. Sometimes tomorrow has brought us joy and wonder, other times it's brought despair and destruction. But we've made it this far, and as you've pointed out we've gone through a lot of radical changes along the way. So I think as long as tomorrows keep coming, we'll find a way to deal with it, one way or another. And it's not inherently a bad thing to worry about a tomorrow that's still a few tomorrows away, but we can't get too fixated on that far in the future, either. Anybody who's lived a long life will tell you that life doesn't always like to follow a neat little chart.
Ha! Funny man, that Kurzweil. Thinking in less than 40 years we will not only understand technology and the brain so much that we can turn functioning memories into binary information and back into functioning memories again in a completely different brain with a completely different set of neurons and understanding of the world, but also that we as a society will actually be ready to consider phasing a HUGE portion of the workforce and the economy out of existence.
Epic XKCD. Gonna embed here, makes it easier to see for everyone.
Well, the epic thing is that life has actually followed that neat little chart for a century, during WOI, the Big Depression, WOII...
And the point is not 'stuff has improved pretty quickly and will improve pretty quickly', but 'stuff is improving exponentially more quickly'.
And a lot of people tend to worry about the problems of tomorrow. While mindfulness and living in the present is important, a lot of problems seem inevitable and a lot of ideas are focused on dealing with the future, both political and individual.
Creating artificial intelligence is one of the most important tasks for humanity the coming decades.
Allen articulates what I describe in my book as the "scientist's pessimism." Scientists working on the next generation are invariably struggling with that next set of challenges, so if someone describes what the technology will look like in 10 generations, their eyes glaze over. One of the pioneers of integrated circuits was describing to me recently the struggles to go from 10 micron (10,000-nanometer) feature sizes to five-micron (5,000 nanometers) features over 30 years ago. They were cautiously confident of this goal, but when people predicted that someday we would actually have circuitry with feature sizes under one micron (1,000 nanometers), most of the scientists struggling to get to five microns thought that was too wild to contemplate. Objections were made on the fragility of circuitry at that level of precision, thermal effects, and so on. Well, today, Intel is starting to use chips with 22-nanometer gate lengths.
We saw the same pessimism with the genome project. Halfway through the 15-year project, only 1 percent of the genome had been collected, and critics were proposing basic limits on how quickly the genome could be sequenced without destroying the delicate genetic structures. But the exponential growth in both capacity and price performance continued (both roughly doubling every year), and the project was finished seven years later. The project to reverse-engineer the human brain is making similar progress. It is only recently, for example, that we have reached a threshold with noninvasive scanning techniques that we can see individual interneuronal connections forming and firing in real time.
Allen's "complexity brake" confuses the forest with the trees. If you want to understand, model, simulate, and re-create a pancreas, you don't need to re-create or simulate every organelle in every pancreatic Islet cell. You would want, instead, to fully understand one Islet cell, then abstract its basic functionality, and then extend that to a large group of such cells. This algorithm is well understood with regard to Islet cells. There are now artificial pancreases that utilize this functional model being tested. Although there is certainly far more intricacy and variation in the brain than in the massively repeated Islet cells of the pancreas, there is nonetheless massive repetition of functions. http://www.technologyreview.com/blog/guest/27263/
Danyal: Creating artificial intelligence is one of the most important tasks for humanity the coming decades.
Is that so? See, I would have put bringing third world countries up to speed by helping them establish proper governments, functioning economies, and helping them solve their hunger and disease problems among the most important tasks for humanity in the coming decades. I mean AI, instant-knowledge, and first contact would be cool and all, but how impressed do you think whatever aliens we find out there would be if we've got all this technology and all these resources, but there are still millions out there walking miles a day for buckets of dirty water and dying of diseases we cured decades ago?
Again, tomorrow is nice, but only today is going to get us there. If you start skipping steps you begin to lose perspective of the real problems in the world.
Danyal: Creating artificial intelligence is one of the most important tasks for humanity the coming decades.
Is that so? See, I would have put bringing third world countries up to speed by helping them establish proper governments, functioning economies, and helping them solve their hunger and disease problems among the most important tasks for humanity in the coming decades. I mean AI, instant-knowledge, and first contact would be cool and all, but how impressed do you think whatever aliens we find out there would be if we've got all this technology and all these resources, but there are still millions out there walking miles a day for buckets of dirty water and dying of diseases we cured decades ago?
Again, tomorrow is nice, but only today is going to get us there. If you start skipping steps you begin to lose perspective of the real problems in the world.
Kurzweil about the rich-poor divide;
The Criticism from the Rich-Poor Divide Another concern expressed by Jaron Lanier and others is the "terrifying" possibility that through these technologies the rich may gain certain advantages and opportunities to which the rest of humankind does not have access.39 Such inequality, of course, would be nothing new, but with regard to this issue the law of accelerating returns has an important and beneficial impact. Because of the ongoing exponential growth of price-performance, all of these technologies quickly become so inexpensive as to become almost free. Look at the extraordinary amount of high-quality information available at no cost on the Web today that did not exist at all just a few years ago. And if one wants to point out that only a fraction of the world today has Web access, keep in mind that the explosion of the Web is still in its infancy, and access is growing exponentially. Even in the poorest countries of Africa, Web access is expanding rapidly. Each example of information technology starts out with early-adoption versions that do not work very well and that are unaffordable except by the elite. Subsequently the technology works a bit better and becomes merely expensive. Then it works quite well and becomes inexpensive. Finally it works extremely well and is almost free. The cell phone, for example, is somewhere between these last two stages. Consider that a decade ago if a character in a movie took out a portable telephone, this was an indication that this person must be very wealthy, powerful, or both. Yet there are societies around the world in which the majority of the population were farming with their hands two decades ago and now have thriving information-based economies with widespread use of cell phones (for example, Asian societies, including rural areas of China). This lag from very expensive early adopters to very inexpensive, ubiquitous adoption now takes about a decade. But in keeping with the doubling of the paradigm-shift rate each decade, this lag will be only five years a decade from now. In twenty years, the lag will be only two to three years (see chapter 2). The rich-poor divide remains a critical issue, and at each point in time there is more that can and should be done. It is tragic, for example, that the developed nations were not more proactive in sharing AIDS drugs with poor countries in Africa and elsewhere, with millions of lives lost as a result. But the exponential improvement in the priceperformance of information technologies is rapidly mitigating this divide. Drugs are essentially an information technology, and we see the same doubling of price-performance each year as we do with other forms of information technology such as computers, communications, and DNA base-pair sequencing. AIDS drugs started out not working very well and costing tens of thousands of dollars per patient per year. Today these drugs work reasonably well and are approaching one hundred dollars per patient per year in poor countries such as those in Africa. In chapter 2 I cited the World Bank report for 2004 of higher economic growth in the developing world (over 6 percent) compared to the world average (of 4 percent), and an overall reduction in poverty (for example, a reduction of 43 percent in extreme poverty in the East Asian and Pacific region since 1990). Moreover, economist Xavier Sala-i- Martin examined eight measures of global inequality among individuals, and found that all were declining over the past quarter century.40
Every step we take closer to the Singularity helps the developing world. Already, modern technology helps the developing world in amazing ways.
Helping the developing countries can be done by sending them food[1], sending them money[2] and sending the army there to establish proper governments [3]. Or using the principle of "Give a man a fish; you have fed him for today. Teach a man to fish; and you have fed him for a lifetime", you can help them by teaching them how to use modern technologies. Mobile phones and certainly the internet are great ways to help them.
Lilani: I mean AI, instant-knowledge, and first contact would be cool and all, but how impressed do you think whatever aliens we find out there would be if we've got all this technology and all these resources, but there are still millions out there walking miles a day for buckets of dirty water and dying of diseases we cured decades ago
Thus the twentieth century was gradually speeding up to today's rate of progress; its achievements, therefore, were equivalent to about twenty years of progress at the rate in 2000. We'll make another twenty years of progress in just fourteen years (by 2014), and then do the same again in only seven years. To express this another way, we won't experience one hundred years of technological advance in the twenty-first century; we will witness on the order of twenty thousand years of progress (again, when measured by today's rate of progress), or about one thousand times greater than what was achieved in the twentieth century
TWENTY THOUSAND YEARS. I think no human being expects African to still be poor in the year 22,000. There's just no way for the 'developed world' to live in the year 22,012 while leaving Africa behind in the undeveloped form of 2012.
Every step we take closer to the Singularity helps the developing world. Already, modern technology helps the developing world in amazing ways.
Helping the developing countries can be done by sending them food[1], sending them money[2] and sending the army there to establish proper governments [3]. Or using the principle of "Give a man a fish; you have fed him for today. Teach a man to fish; and you have fed him for a lifetime", you can help them by teaching them how to use modern technologies. Mobile phones and certainly the internet are great ways to help them.
So basically, you're saying "Keep calm and carry on, they'll sort themselves out if we stay over here and keep coming out with cooler and cooler stuff and send it their way."
I mean really, "mobile phones and the Internet are great ways to help them?" You really have no idea what's going on over there, do you? And by "over there" I don't mean Iraq, Pakistan, and Afganistan. I mean third world countries, like Sudan, Kenya, Mozambique, Guatemala, Honduras, Nicaragua, Haiti. I recommend the book They Poured Fire on us from the Sky. It's a first hand account of the state of affairs for the people of Sudan. They aren't fighting and starving because they don't have cell phones and Facebook. They're fighting and starving because their governments are completely corrupt and their economies are totally fucked. They probably WOULD have cell phones and the Internet right now if their governments weren't so determined to keep themselves in power and their people so far beneath them. Throwing phones at them isn't going to solve their problems. They need education, yes, but they also need something to help them overcome the military and mafia states so many of those areas have become.
And please explain to me how sending them food ruins local production. Yes a quick burst of ramen and whatever isn't going to solve their problems, but have you never heard of Heifer International? People who raise money for Heifer projects raise money to buy animals to give to villages and families in those countries. Cows, chickens, goats, sheep...animals that can produce resources for them over a long time, and sustain them for years. And not only that, they teach the people they give the animals to how to breed and take care of them and make them last for years. Or the water project? This organization helps dig clean wells for towns and villages so their women and children don't have to spend hours a day walking just to get a single bucket of water. That way they can spend that time doing other things, like going to school or providing for the family in other ways. Or all of the child sponsor programs out there? Every little bit helps. It's charitable organizations like this that are giving the few people they can help some hope.
Again, it's not going to solve all of their problems, and none of those organizations claim they will. But if nothing else, it gives those people hope, and shows them that there is someone out there who cares about what happens to them. And if they are ever expected to overcome their insurmountable circumstances, they are going to need a lot of hope to get them there.
Danyal: TWENTY THOUSAND YEARS. I think no human being expects African to still be poor in the year 22,000. There's just no way for the 'developed world' to live in the year 22,012 while leaving Africa behind in the undeveloped form of 2012.
Yeah, it's always someone else's problem to solve, isn't it? We don't have to do anything, 'cause someone else will eventually, right? Yeah. Somebody will.
Come on, why should we force those people to wait up to 20,000 years for what we have right now? There is not a single person on this earth that deserves a day of what they go through. If we keep on waiting for somebody to rise up and help them, nobody is going to. Because who can guarantee somebody else will eventually stand up? The only way we can guarantee that happens is if we stand up together and decide to do it ourselves.
Danyal: Creating artificial intelligence is one of the most important tasks for humanity the coming decades.
Is that so? See, I would have put bringing third world countries up to speed by helping them establish proper governments, functioning economies, and helping them solve their hunger and disease problems among the most important tasks for humanity in the coming decades. I mean AI, instant-knowledge, and first contact would be cool and all, but how impressed do you think whatever aliens we find out there would be if we've got all this technology and all these resources, but there are still millions out there walking miles a day for buckets of dirty water and dying of diseases we cured decades ago?
Again, tomorrow is nice, but only today is going to get us there. If you start skipping steps you begin to lose perspective of the real problems in the world.
Just create a benevolent S.A.I and it will solve all those problems for you.
Danyal: TWENTY THOUSAND YEARS. I think no human being expects African to still be poor in the year 22,000. There's just no way for the 'developed world' to live in the year 22,012 while leaving Africa behind in the undeveloped form of 2012.
Yeah, it's always someone else's problem to solve, isn't it? We don't have to do anything, 'cause someone else will eventually, right? Yeah. Somebody will.
Come on, why should we force those people to wait up to 20,000 years for what we have right now? There is not a single person on this earth that deserves a day of what they go through. If we keep on waiting for somebody to rise up and help them, nobody is going to. Because who can guarantee somebody else will eventually stand up? The only way we can guarantee that happens is if we stand up together and decide to do it ourselves.
1.) We're going to get those 20,000 years of progress - in this century. 2.) I'm not advocating and end to all help for the developing world. Helping the poor, the sick and the hungry is always a good cause. But in the first half of the 21th century, we should certainly invest in creating good Artificial Intelligence. 20,000 years of progress means you'll solve all diseases. And you'll solve aging itself. We are all terminal patients awaiting a cure! Seriously, the divide between the West and Africa is waaaay smaller than the divide between pre- and post-Singularity.
3. Your whole argument can be directed to the Singularity as well. Come on, why shouldn't we research the Singularity? There is not a single person on this earth that deserves to be poor, diseased or to die. If we keep on waiting for somebody to rise up and do those inventions, nobody is going to. Because who can guarantee somebody else will eventually do the scientific work? The only way we can guarantee that happens is if we stand up together and decide to do it ourselves.
Sleepover by Alaistair Reynolds is very relevant to your xkcd comic, if you have an opportunity to read it, try.
Standard counter-argument followed by points I agree with:
- The technological singularity is more equivalent to a black hole's event horizon; the point at which it's impossible to see what's happening. Futurism as a whole is so unpredictable because of the exponential factor; if the accuracy in how we measure progress is off by even a very small amount, then this will have a large effect on our prediction of the future. This is analogous to the butterfly effect, basically it's impossible to know what will happen after about 2050 from Kurzweil's model. - The curve could quite easily be sigmoidal (increases in technology may quickly decrease for some reason such as little demand for more computing power, less resources, nuclear war, robot apocalypse, etc etc)
Points I agree with:
I'd say that a singularity has been happening ever since we picked up the first rock, and the line is going to be a lot more blurred than most people make it up to be. We carry around with us today devices that let us contact our friends, browse the sum of human knowledge, and take picture and videos when we want. They cost nearly nothing, and this would be unthinkable a decade ago.
Also, I bought a 2Gb microSD card today, and it's about 3mm wide and 5mm across. A few years ago for the same cost you could only get 1.5Mb floppies, which were much larger. Technology is definitely changing, but I don't know how valid Kurzweil's claims are.
Danyal: Creating artificial intelligence is one of the most important tasks for humanity the coming decades.
Is that so? See, I would have put bringing third world countries up to speed by helping them establish proper governments, functioning economies, and helping them solve their hunger and disease problems among the most important tasks for humanity in the coming decades. I mean AI, instant-knowledge, and first contact would be cool and all, but how impressed do you think whatever aliens we find out there would be if we've got all this technology and all these resources, but there are still millions out there walking miles a day for buckets of dirty water and dying of diseases we cured decades ago?
Again, tomorrow is nice, but only today is going to get us there. If you start skipping steps you begin to lose perspective of the real problems in the world.
While OT i have little desire to help them as long as they keep in screwing themselves over. Pumping children isn't how you get out of poverty and if anything starvation and disease is one of nature's way of saying: you're too much. Very cruel to say, but the global problem of overpopulation is more important. first they need to get their birth rate down and than i'll be compassionate.
And secondly, artificial intelligence can greatly improve the efficiency in so many area's. This could mean better healthcare and food production, which can be used to help third world countries.
Esotera: Sleepover by Alaistair Reynolds is very relevant to your xkcd comic, if you have an opportunity to read it, try.
Standard counter-argument followed by points I agree with:
- The technological singularity is more equivalent to a black hole's event horizon; the point at which it's impossible to see what's happening. Futurism as a whole is so unpredictable because of the exponential factor; if the accuracy in how we measure progress is off by even a very small amount, then this will have a large effect on our prediction of the future. This is analogous to the butterfly effect, basically it's impossible to know what will happen after about 2050 from Kurzweil's model.
Kurzweil;
How does our use of "singularity" in human history compare to its use in physics? The word was borrowed from mathematics by physics, which has always shown a penchant for anthropomorphic terms (such as "charm" and "strange" for names of quarks). In physics "singularity" theoretically refers to a point of zero size with infinite density of mass and therefore infinite gravity. But because of quantum uncertainty there is no actual point of infinite density, and indeed quantum mechanics disallows infinite values. Just like the Singularity as I have discussed it in this book, a singularity in physics denotes unimaginably large values. And the area of interest in physics is not actually zero in size but rather is an event horizon around the theoretical singularity point inside a black hole (which is not even black). Inside the event horizon particles and energy, such as light, cannot escape because gravity is too strong. Thus from outside the event horizon, we cannot see easily inside the event horizon with certainty. However, there does appear to be a way to see inside a black hole, because black holes give off a shower of particles. Particle-antiparticle pairs are created near the event horizon (as happens everywhere in space), and for some of these pairs, one of the pair is pulled into the black hole while the other manages to escape. These escaping particles form a glow called Hawking radiation, named after its discoverer, Stephen Hawking. The current thinking is that this radiation does reflect (in a coded fashion, and as a result of a form of quantum entanglement with the particles inside) what is happening inside the black hole. Hawking initially resisted this explanation but now appears to agree. So, we find our use of the term "Singularity" in this book to be no less appropriate than the deployment of this term by the physics community. Just as we find it hard to see beyond the event horizon of a black hole, we also find it difficult to see beyond the event horizon of the historical Singularity. How can we, with our brains each limited to 1016 to 1019 cps, imagine what our future civilization in 2099 with its 1060 cps will be capable of thinking and doing? Nevertheless, just as we can draw conclusions about the nature of black holes through our conceptual thinking, despite never having actually been inside one, our thinking today is powerful enough to have meaningful insights into the implications of the Singularity. That's what I've tried to do in this book.
- The curve could quite easily be sigmoidal (increases in technology may quickly decrease for some reason such as little demand for more computing power, less resources, nuclear war, robot apocalypse, etc etc)
Not 'easily' ;) The exponential growth has been a very steady trend, not disturbed by the World Wars of the last century.
Work on "exa-scale" supercomputing capability in India is well under way, under a Rs5,000-crore project, under the 12th 5-year plan, according to eminent scientist Vijay Bhatkar.
Talking to DNA from Bhubaneswar (Orissa) on Tuesday, Bhatkar admitted that despite being a superpower in information technology, India had been lagging in this field. The US, Japan, some European nations and even China had developed such computers to help them in advancing technology.
"Exa-scale computers can perform several million-trillion mathematical operations per second, which would be 1,000 times faster than current peta-scale supercomputers in India," Bhatkar explained.
Such high-power computing prowess is required for acurate prediction of the monsoon, natural disaster mitigation, for new discovery of drugs and many other such technologically competitive fields, he added.
There is a lot of competition. If we're lucky, we'll end in some kind of arms race/space race but now geared towards achieving the Singularity. With China also joining the competition... well, I don't think we're just going to suddenly stop evolving technologically.
While OT i have little desire to help them as long as they keep in screwing themselves over. Pumping children isn't how you get out of poverty and if anything starvation and disease is one of nature's way of saying: you're too much. Very cruel to say, but the global problem of overpopulation is more important. first they need to get their birth rate down and than i'll be compassionate.
Well, to phrase it a little nicer, think of the movie Defiance. When you safe a life, you have to take responsibility for it.
4 children are born, 2 children die. You can go to a community and make sure all 4 children survive, but doing this for the entire community will double the amount of people they have to feed.
But... let's not go completely off-topic by discussing developing nations and focus on the Singularity.
Kurzweil is a freaking kook, and I say that as someone to whom Transhumanist ideals are extremely appealing.
The entire point of the Singularity concept is that what lies beyond it cannot be predicted, to the point that even conclusions drawn from existing trends are meaningless. We could pass into the Singularity and find ourselves at the limit of technological endeavour within a year, or we might find that we switch from an exponential to a linear progression, or we might all find it more rewarding to exist in the form of cheese.
Besides that, I find that the concept of Singularity is actually a detriment to Transhumanist thought as a whole. So many people who are attracted to the concept have swallowed Kurzweil&Co's babbling about super-human AI, that they're ignoring other possibilities, even dismissing them outright.
Finally, I don't trust Kurzweil, because I find it quite interesting that his prediction for the arrival of the Singularity is perfectly timed so as to make flogging these bullshit "neutraceuticals" potions he's invested in to those who are alive today easier. Afterall, if he predicted the Singularity would occur in 2100, odds are anyone over 20 has no chance at all of seeing it happen; but if it's going to happen in 2050 well, all you have to do is send a cheque for $19.99 made payable to Kurzweil Industries, and you could gain the extra few years of life you need to make it to immortality! >:/
You get bonus points for using one of the coolest scientists alive, Hans Rosling, but those points are deducted because you tried to use him and his immaculately researched and presented statistics in support of a crackpot who'd be more at home on some hippie cult reservation in the wilds of California.
- The curve could quite easily be sigmoidal (increases in technology may quickly decrease for some reason such as little demand for more computing power, less resources, nuclear war, robot apocalypse, etc etc)
Not 'easily' ;) The exponential growth has been a very steady trend, not disturbed by the World Wars of the last century.
But if you look at a sigmoidal curve, it starts off slow, then radidly increases in an exponential phase, then plateaus. A sigmoidal curve fits the data as well as an exponential curve, because after about 2050 even Kurzweil's rather out-of-the-hat predictions become too inaccurate to use - all bets are off on how technology progresses. I refuse to believe that it'll get to the point where computing power doubles every couple of days, for instance.
"Exa-scale computers can perform several million-trillion mathematical operations per second, which would be 1,000 times faster than current peta-scale supercomputers in India," Bhatkar explained.
Such high-power computing prowess is required for acurate prediction of the monsoon, natural disaster mitigation, for new discovery of drugs and many other such technologically competitive fields, he added.
It's not all about computing power. Computing power is effectively useless if you don't have the right algorithms to make it really quick. For instance, we had AI chatbots in the 1960's that were very close to a psychiatrist chatbot, and programs that can compose amazing symphonies. But we still don't have a general AI, which implies it's a lot harder than just being an issue of processing power. Still, wouldn't mind a few extra gigaherts.
[quote="Danyal" post="528.340737.13772045"] There is a lot of competition. If we're lucky, we'll end in some kind of arms race/space race but now geared towards achieving the Singularity. With China also joining the competition... well, I don't think we're just going to suddenly stop evolving technologically.
Not sure if arms race is the best way to describe it, as this would be a really bad way for it to go down, but yeah, we're likely to see countries compete technologically, with each being good at a few different sectors. Something like we have now.
Not sure if arms race is the best way to describe it, as this would be a really bad way for it to go down, but yeah, we're likely to see countries compete technologically, with each being good at a few different sectors. Something like we have now.
Arms suck, that's why an arms race sucks. But GNR technology is epic, thus, an Singularity-race is epic :D And with countries like China and India joining 'the race'...!
Uhhh... One problem I have with Robots: When Robots become smarter then even us, what's to stop them from thinking "Since we're Smarter then these creatures, what keeps us from being their masters?" And if that race act's like a swarm instead of individuals, that makes it worse! Think of those Robots from Dr. Who, or the Cyborgs from Star Trek, or the Qiraji/Silithids from WarCraft.
Heck, forget the thought that they would enslave us! The thought that they would destroy us makes it worse! If they have a swarm mind, they might think of things with individual minds (Including Robots who came before the Swarm Mind technology) as inferior and thus should be eliminated, leaving the Earth to Robots and bugs.
No, the best we can do is one robot at a time (No mass Production or anything), with Individual minds that grow and mature just as humans do (Not necessarily physically), and no swarm minds (Swarm minds are scary).
Just on Moore's law: you can't necessarily extrapolate it past a certain point for the simple reason that it's limited by physics. Transistors keep getting smaller and smaller, to the point that we are approaching now where they will eventually be made of graphene - a single layer of atoms as transistors as opposed to being made of silicon. Past the atomic level, we cannot really go much smaller (as far as we know now).
Mr.Mattress: Uhhh... One problem I have with Robots: When Robots become smarter then even us, what's to stop them from thinking "Since we're Smarter then these creatures, what keeps us from being their masters?" And if that race act's like a swarm instead of individuals, that makes it worse! Think of those Robots from Dr. Who, or the Cyborgs from Star Trek, or the Qiraji/Silithids from WarCraft.
Heck, forget the thought that they would enslave us! The thought that they would destroy us makes it worse! If they have a swarm mind, they might think of things with individual minds (Including Robots who came before the Swarm Mind technology) as inferior and thus should be eliminated, leaving the Earth to Robots and bugs.
No, the best we can do is one robot at a time (No mass Production or anything), with Individual minds that grow and mature just as humans do (Not necessarily physically), and no swarm minds (Swarm minds are scary).
Or... we apply the Three Laws of Robotics.
The Three Laws are: A robot may not injure a human being or, through inaction, allow a human being to come to harm. A robot must obey the orders given to it by human beings, except where such orders would conflict with the First Law. A robot must protect its own existence as long as such protection does not conflict with the First or Second Laws.
Rocklobster93: Just on Moore's law: you can't necessarily extrapolate it past a certain point for the simple reason that it's limited by physics. Transistors keep getting smaller and smaller, to the point that we are approaching now where they will eventually be made of graphene - a single layer of atoms as transistors as opposed to being made of silicon. Past the atomic level, we cannot really go much smaller (as far as we know now).
Kurzweil's response;
So isn't there a comparable limit to the exponential trends that we are witnessing for information technologies? The answer is yes, but not before the profound transformations described throughout this book take place. As I discussed in chapter 3, the amount of matter and energy required to compute or transmit one bit is vanishingly small. By using reversible logic gates, the input of energy is required only to transmit results and to correct errors. Otherwise, the heat released from each computation is immediately recycled to fuel the next computation. As I discussed in chapter 5, nanotechnology-based designs for virtually all applications-computation, communication, manufacturing, and transportation-will require substantially less energy than they do today. Nanotechnology will also facilitate capturing renewable energy sources such as sunlight. We could meet all of our projected energy needs of thirty trillion watts in 2030 with solar power if we captured only 0.03 percent (three tenthousandths) of the sun's energy as it hit the Earth. This will be feasible with extremely inexpensive, lightweight, and efficient nanoengineered solar panels together with nano-fuel cells to store and distribute the captured energy. A Virtually Unlimited Limit. As I discussed in chapter 3 an optimally organized 2.2-pound computer using reversible logic gates has about 1025 atoms and can store about 1027 bits. Just considering electromagnetic interactions between the particles, there are at least 1015 state changes per bit per second that can be harnessed for computation, resulting in about 1042 calculations per second in the ultimate "cold" 2.2-pound computer. This is about 1016 times more powerful than all biological brains today. If we allow our ultimate computer to get hot, we can increase this further by as much as 108-fold. And we obviously won't restrict our computational resources to one kilogram of matter but will ultimately deploy a significant fraction of the matter and energy on the Earth and in the solar system and then spread out from there. Specific paradigms do reach limits. We expect that Moore's Law (concerning the shrinking of the size of transistors on a flat integrated circuit) will hit a limit over the next two decades. The date for the demise of Moore's Law keeps getting pushed back. The first estimates predicted 2002, but now Intel says it won't take place until 2022. But as I discussed in chapter 2, every time a specific computing paradigm was seen to approach its limit, research interest and pressure increased to create the next paradigm. This has already happened four times in the century-long history of exponential growth in computation (from electromagnetic calculators to relay-based computers to vacuum tubes to discrete transistors to integrated circuits). We have already achieved many important milestones toward the next (sixth) paradigm of computing: three-dimensional self-organizing circuits at the molecular level. So the impending end of a given paradigm does not represent a true limit. There are limits to the power of information technology, but these limits are vast. I estimated the capacity of the matter and energy in our solar system to support computation to be at least 1070 cps (see chapter 6). Given that there are at least 1020 stars in the universe, we get about 1090 cps for it, which matches Seth Lloyd's independent analysis. So yes, there are limits, but they're not very limiting.
Mr.Mattress: Uhhh... One problem I have with Robots: When Robots become smarter then even us, what's to stop them from thinking "Since we're Smarter then these creatures, what keeps us from being their masters?" And if that race act's like a swarm instead of individuals, that makes it worse! Think of those Robots from Dr. Who, or the Cyborgs from Star Trek, or the Qiraji/Silithids from WarCraft.
Heck, forget the thought that they would enslave us! The thought that they would destroy us makes it worse! If they have a swarm mind, they might think of things with individual minds (Including Robots who came before the Swarm Mind technology) as inferior and thus should be eliminated, leaving the Earth to Robots and bugs.
No, the best we can do is one robot at a time (No mass Production or anything), with Individual minds that grow and mature just as humans do (Not necessarily physically), and no swarm minds (Swarm minds are scary).
Or... we apply the Three Laws of Robotics.
The Three Laws are: A robot may not injure a human being or, through inaction, allow a human being to come to harm. A robot must obey the orders given to it by human beings, except where such orders would conflict with the First Law. A robot must protect its own existence as long as such protection does not conflict with the First or Second Laws.
But there's also a problem with that: This basically makes the Robot a Human Slave. Why give them a comprehending mind if all their gonna do is be slaves? "Hey! We just created Tin-Skinned Humans! Let's put them in chains and warp their thinking to make them work for us for free!" And there will eventually be Robot Sympathizers, and then there will be Cyborgs and Robot/Human Marriages, and Robots who think they're humans and humans who think they're robots... It get's complicated if you involve these laws into Robots (Although, it's complicated with or without the Robots).
But there's also a problem with that: This basically makes the Robot a Human Slave. Why give them a comprehending mind if all their gonna do is be slaves? "Hey! We just created Tin-Skinned Humans! Let's put them in chains and warp their thinking to make them work for us for free!" And there will eventually be Robot Sympathizers, and then there will be Cyborgs and Robot/Human Marriages, and Robots who think they're humans and humans who think they're robots... It get's complicated if you involve these laws into Robots (Although, it's complicated with or without the Robots).
Well, I am sure we'll figure this out in the future. We should first analyse the AI before we 'give them a body', I think.
Why give them a comprehending mind if all their gonna do is be slaves?
because a "smart" slave is better than a brainless one? It's basically just like any electronic device but smarter and capable of more. I mean why would we create a superior race if it weren't for them to be our slaves? so they can rule over us? Why would we want that?
If we ever make "smart" robots we better be damned sure they are our slaves and cannot break their shackles.
Why give them a comprehending mind if all their gonna do is be slaves?
because a "smart" slave is better than a brainless one? It's basically just like any electronic device but smarter and capable of more. I mean why would we create a superior race if it weren't for them to be our slaves? so they can rule over us? Why would we want that?
If we ever make "smart" robots we better be damned sure they are our slaves and cannot break their shackles.
But there are already Smart Robots that we can make our slaves... They're called People, and from what I heard, Enslaving people isn't a good thing. So why would it be a good thing to enslave smart (or Smarter) robots?
Why give them a comprehending mind if all their gonna do is be slaves?
because a "smart" slave is better than a brainless one? It's basically just like any electronic device but smarter and capable of more. I mean why would we create a superior race if it weren't for them to be our slaves? so they can rule over us? Why would we want that?
If we ever make "smart" robots we better be damned sure they are our slaves and cannot break their shackles.
But there are already Smart Robots that we can make our slaves... They're called People, and from what I heard, Enslaving people isn't a good thing. So why would it be a good thing to enslave smart (or Smarter) robots?
For the same reason we can keep animals as pets and not humans. Because they ain't human.
But there are already Smart Robots that we can make our slaves... They're called People, and from what I heard, Enslaving people isn't a good thing. So why would it be a good thing to enslave smart (or Smarter) robots?
Humans are essentially copies of each other. Robots can be specified.
You're not going to create a fully conscious, emotional robot to do slave labor in a Chinese factory...
Mr.Mattress: Uhhh... One problem I have with Robots: When Robots become smarter then even us, what's to stop them from thinking "Since we're Smarter then these creatures, what keeps us from being their masters?" And if that race act's like a swarm instead of individuals, that makes it worse! Think of those Robots from Dr. Who, or the Cyborgs from Star Trek, or the Qiraji/Silithids from WarCraft.
Heck, forget the thought that they would enslave us! The thought that they would destroy us makes it worse! If they have a swarm mind, they might think of things with individual minds (Including Robots who came before the Swarm Mind technology) as inferior and thus should be eliminated, leaving the Earth to Robots and bugs.
No, the best we can do is one robot at a time (No mass Production or anything), with Individual minds that grow and mature just as humans do (Not necessarily physically), and no swarm minds (Swarm minds are scary).
Or... we apply the Three Laws of Robotics.
The Three Laws are: A robot may not injure a human being or, through inaction, allow a human being to come to harm. A robot must obey the orders given to it by human beings, except where such orders would conflict with the First Law. A robot must protect its own existence as long as such protection does not conflict with the First or Second Laws.
Mr.Mattress: Uhhh... One problem I have with Robots: When Robots become smarter then even us, what's to stop them from thinking "Since we're Smarter then these creatures, what keeps us from being their masters?" And if that race act's like a swarm instead of individuals, that makes it worse! Think of those Robots from Dr. Who, or the Cyborgs from Star Trek, or the Qiraji/Silithids from WarCraft.
Heck, forget the thought that they would enslave us! The thought that they would destroy us makes it worse! If they have a swarm mind, they might think of things with individual minds (Including Robots who came before the Swarm Mind technology) as inferior and thus should be eliminated, leaving the Earth to Robots and bugs.
No, the best we can do is one robot at a time (No mass Production or anything), with Individual minds that grow and mature just as humans do (Not necessarily physically), and no swarm minds (Swarm minds are scary).
Or... we apply the Three Laws of Robotics.
The Three Laws are: A robot may not injure a human being or, through inaction, allow a human being to come to harm. A robot must obey the orders given to it by human beings, except where such orders would conflict with the First Law. A robot must protect its own existence as long as such protection does not conflict with the First or Second Laws.
You know, about a third of the stories in the book were based around how the laws don't really work. Another third was about how people like Mr. Mattress would make things worse >.>
But there are already Smart Robots that we can make our slaves... They're called People, and from what I heard, Enslaving people isn't a good thing. So why would it be a good thing to enslave smart (or Smarter) robots?
Humans are essentially copies of each other. Robots can be specified.
You're not going to create a fully conscious, emotional robot to do slave labor in a Chinese factory...
Why not?
This model might be much more suited to do labour, because it could be asked to do much more diverse work than just a car factory robot, meaning in the long-term it costs less. It'd also have the ability to resolve unforeseen problems. The Laws of Robotics also don't apply, because they're a work of fiction.
This model might be much more suited to do labour, because it could be asked to do much more diverse work than just a car factory robot, meaning in the long-term it costs less. It'd also have the ability to resolve unforeseen problems. The Laws of Robotics also don't apply, because they're a work of fiction.
Creating a robot that doesn't like to do what it's master demands and suffers if he has to heavy, long, tedious and boring work... ..and than forcing it to listen to it's master and do heavy, long, tedious and boring work.
This model might be much more suited to do labour, because it could be asked to do much more diverse work than just a car factory robot, meaning in the long-term it costs less. It'd also have the ability to resolve unforeseen problems. The Laws of Robotics also don't apply, because they're a work of fiction.
Creating a robot that doesn't like to do what it's master demands and suffers if he has to heavy, long, tedious and boring work... ..and than forcing it to listen to it's master and do heavy, long, tedious and boring work.
That doesn't seem intelligent.
Whether it's an intelligent thing to do or not wasn't my point - I was trying to say that no matter how stupid something is, someone somewhere on this Earth will do it.
Still, why should it not like doing what its masters demand? Theoretically it should be possible to create livestock that don't feel pain; it shouldn't be that hard to make a robot enjoy menial work, especially if it's designed entirely from scratch.
Creating a robot that doesn't like to do what it's master demands and suffers if he has to heavy, long, tedious and boring work... ..and than forcing it to listen to it's master and do heavy, long, tedious and boring work.
That doesn't seem intelligent.
Whether it's an intelligent thing to do or not wasn't my point - I was trying to say that no matter how stupid something is, someone somewhere on this Earth will do it.
Still, why should it not like doing what its masters demand? Theoretically it should be possible to create livestock that don't feel pain; it shouldn't be that hard to make a robot enjoy menial work, especially if it's designed entirely from scratch.
That's certainly possible and that is what we should do! You're right. When I said 'fully conscious, fully emotional' I meant a robot like normal humans, that get bored and tired. But I didn't word it very well.
I'm a little sceptical of the claim that a "singularity" will happen once we've developed proper AI's. Yes, AI's will get better and better and yes this will help further develop our technology, but i don't think it's going to lead us to some sort of sci-fi utopia as some individuals appear to be making out. Yes, computers will be able to work insanely fast and have an insane amount of memory- but you need more than speed and memory to make technological break-through's. You need original thought, the ability to envision "what if", identify common flaws and problems that only humans would notice as they live their daily lives.
Imagine if you went back to the early 19th century with a super-computer and was told to use that to improve a national post service. The computer will be good at that, it will calculate the fastest, most efficient routes for the horse couriers to take better than any human could. What it could't do however, is go: "Hang on, you know how we've been using steam-turbines to shift water from mines? Well what if we rigged those turbines to wheels and made a vehicle which could move much faster than a horse? That way we could radically improve postal delivery times." Ai's, even the very best ones, won't be capable of that kind of thought, or at least i'll be very surprised if they can in future.
It's important not to over-estimate how quickly we can advance technologically. Fifty years ago they thought we'll have space colonies by now- but at the moment we struggle to maintain one space station. Don't get your hopes up that we'll be living in a sci-fi utopia because of computers- but i'd like to be proved wrong.
A few days ago I posted a thread to ask you what you thought about 'I, Robot'.
http://www.escapistmagazine.com/forums/read/528.339772-Was-I-Robot-correct-in-its-portrayal-of-the-future
And most people agreed that the idea wasn't that far-fetched. That's great, because realizing that that idea isn't that far-fetched means you'll understand the Singularity.
The basic idea of the Singularity is that progress keeps accelerating.
On a dead planet, not much stuff happens. But when you finally have good replicating organisms, much more progress can happen. And every new improvement in this progress can be used to.. accelerate progress.
And the amazing thing is that this happens on a roughly exponential scale.
If you are not familiar with the logarithmic graphs, a short Wikipedia explanation;
If you plot those key events on a logarithmic graph, you get a quite straight line;

A straight line through a logarithmic graphs indicates exponential growth.
You may think that Kurzweil, one of the biggest promoters of this idea, just cherry-picked those events.

Nope.
It's hard to truly understand how long a period of thousand million years is, certainly on a logarithmic scale, so here the same 'countdown' on a normal graph;

Many of you, certainly PC gamers, are familiar with "Moore's Law". It's about the yearly doubling of the power of hardware. It explains why...
-you need to upgrade your PC so often
-why tablets and smartphones[1] are getting smaller and cheaper
-the PS3 is so much more powerful than the PS2.
8GB of RAM isn't extraordinary anymore.
The Nintendo 64 had 4MB of RAM.
And as far as I know the PS2 only had 32MB of RAM.
4 MB - 32 MB - 8000 MB. Seriously.
This is a forum with a lot of young people, and I'm certain that nearly everyone who reads this was alive when the Nintendo 64 was launched in 1997. You were alive when we progressed from 4 to 4000MB. In a very short time.
So, Kurzweil's idea is that we'll continue to develop exponentially. What this will result in can be best described by himself in his book The Singularity Is Near.
This may sound strange to you... but... I knew my mother's grandmother. She was born in 1909.
Would she have believed you if you told her that she'll experience the...
-First World War
-Second World War
-the invention of airplanes
-the invention of rockets
-the moon landing
-the invention of television
-the invention of color television
And that she'll be able to use some kind of supercalculator[2] that enabled her to talk with people in Japan or search through an ENORMOUS library called the internet - instantly?
Or that she would live more than twice as long as the average life expectancy during her birth (46, and that's in Germany, not the whole world)?
This extraordinary progress can be achieved by 'creating' and 'copying' intelligence.
Intelligence is one of the most powerful tools in the universe.
The last few centuries we have changed the world by replacing human labor with 'machine labor'; we call it the 'Industrial Revolution'.
Look at what happened...
There is nearly no true physical labor left in the West, and maybe even in the world.
Could you present to me one example of significant work that has to be done by human physical strength? There is still a lot to be done left for humans, but this is not because of their strength, this is because of their brain. 'We' don't need your muscles or your body, but we do need your head. [3]
In this century, the 21th century, we're gonna replace 'mental labor' by 'machines'.
Arguing about the possibility that we will get this intelligent machines should be done in the 'I, Robot' thread.
But the results... if we do create these machines...
TL;DR: You remembers those monks in medieval times? They wrote on parchment. Parchment is made from skin.
So to copy the Bible, you need hundreds of dead animals and you need a monk to dedicate multiple years of their life to accurately copying a Bible.
That's circa 1400.
Now it's 2012. If I want to copy the Bible...
Ctrl-C, Ctrl-V. Ready. Took me a second.
This is the future of intelligence.
Now we spend decades to educate a person. They can work for a few decades and than we'll have to pay for their retirement.
In the future, we'll just be able to Ctrl-C, Ctrl-V and KABAM, another great scientist. And this scientist will...
-operate a light speed instead of slow electro-chemical brainspeed.
-be a combination of Leonardo da Vinci, Einstein, Google, Wikipedia that understands all information ever created by mankind.
Kurzweil think this will all happen before 2050. So when you're below 40, you can be quite sure that you'll live to experience this.
Oh, and this graph.

This is what happens if you extrapolate Moore's law in the 21th century.
EDIT (21 March, is it spring now?);
Ahum. NEWS!
For Esotera; the epic music I was listening (randomly, had been listening to my iTunes playlist for a while) while reading the news.