|
|
|
|
|
|
|
Origin >
The Singularity >
Foreword to The Intelligent Universe
Permanent link to this article: http://www.kurzweilai.net/meme/frame.html?main=/articles/art0691.html
Printable Version |
|
|
|
Foreword to The Intelligent Universe
The explosive nature of exponential growth means it may only take a quarter of a millennium to go from sending messages on horseback to saturating the matter and energy in our solar system with sublimely intelligent processes. The ongoing expansion of our future superintelligence will then require moving out into the rest of the universe, where we may engineer new universes. A new book by James Gardner tells that story.
To be published in The Intelligent Universe, New Page Books, February 2007. Published on KurzweilAI.net February 2, 2007.
Consider that the price-performance of computation has grown at a superexponential rate for over a century. The doubling time (of computes per dollar) was three years in 1900 and two years in the middle of the 20th century; and priceperformance is now doubling each year. This progression has been remarkably smooth and predictable through five paradigms of computing substrate: electromechanical calculators, relay-based computers, vacuum tubes, transistors, and now several decades of Moore’s Law (which is based on shrinking the size of key features on a flat integrated circuit). The sixth paradigm—three-dimensional molecular computing—is already beginning to work and is waiting in the wings. We see similar smooth exponential progressions in every other aspect of information technology, a phenomenon I call the law of accelerating returns.
Where is all this headed? It is leading inexorably to the intelligent universe that Jim Gardner envisions. Consider the following: As with all of the other manifestations of information technology, we are also making exponential gains in reverse-engineering the human brain. The spatial resolution in 3D volume of in-vivo brain scanning is doubling each year, and the latest generation of scanners is capable of imaging individual interneuronal connections and seeing them interact in real time. For the first time, we can see the brain create our thoughts, and also see our thoughts create our brain (that is, we create new spines and synapses as we learn). The amount of data we are gathering about the brain is doubling each year, and we are showing that we can turn this data into working models and simulations.
Already, about 20 regions of the human brain have been modeled and simulated. We can then apply tests to the simulations and compare these results to the performance of the actual human brain regions. These tests have had impressive results, including one of a simulation of the cerebellum, the region responsible for physical skill, and which comprises about half of the neurons in the brain. I make the case in my book (The Singularity is Near) that we will have models and simulations of all several hundred regions, including the cerebral cortex, within 20 years. Already, IBM is building a detailed simulation of a substantial portion of the cerebral cortex. The result of this activity will be greater insight into ourselves, as well as a dramatic expansion of the AI tool kit to incorporate all of the methods of human intelligence.
By 2029, sufficient computation to simulate the entire human brain, which I estimate at about 1016 (10 million billion) calculations per second (cps), will cost about a dollar. By that time, intelligent machines will combine the subtle and supple skills that humans now excel in (essentially our powers of pattern recognition) with ways in which machines are already superior, such as remembering trillions of facts accurately, searching quickly through vast databases, and downloading skills and knowledge.
But this will not be an alien invasion of intelligent machines. It will be an expression of our own civilization, as we have always used our technology to extend our physical and mental reach. We will merge with this technology by sending intelligent nanobots (blood-cell-sized computerized robots) into our brains through the capillaries to intimately interact with our biological neurons. If this scenario sounds very futuristic, I would point out that we already have blood-cell-sized devices that are performing sophisticated therapeutic functions in animals, such as curing Type I diabetes and identifying and destroying cancer cells. We already have a pea-sized device approved for human use that can be placed in patients’ brains to replace the biological neurons destroyed by Parkinson’s disease, the latest generation of which allows you to download new software to your neural implant from outside the patient.
If you consider what machines are already capable of, and apply a billion-fold increase in price-performance and capacity of computational technology over the next quarter century (while at the same time we shrink the key features of both electronic and mechanical technology by a factor of 100,000), you will get some idea of what will be feasible in 25 years.
By the mid-2040s, the nonbiological portion of the intelligence of our humanmachine civilization will be about a billion times greater than the biological portion (we have about 1026 cps among all human brains today; nonbiological intelligence in 2045 will provide about 1035 cps). Keep in mind that, as this happens, our civilization will be become capable of performing more ambitious engineering projects. One of these projects will be to keep this exponential growth of computation going. Another will be to continually redesign the source code of our own intelligence. We cannot easily redesign human intelligence today, given that our biological intelligence is largely hard-wired. But our future—largely nonbiological—intelligence will be able to apply its own intelligence to redesign its own algorithms.
So what are the limits of computation? I show in my book that the ultimate one-kilogram computer (less than the weight of a typical notebook computer today) could perform about 1042 cps if we want to keep the device cool, and about 1050 cps if we allow it to get hot. By hot, I mean the temperature of a hydrogen bomb going off, so we are likely to asymptote to a figure just short of 1050 cps. Consider, however, that by the time we get to 1042 cps per kilogram of matter, our civilization will possess a vast amount of intelligent engineering capability to figure out how to get to 1043 cps, and then 1044 cps, and so on.
So what happens then? Once we saturate the ability of matter and energy to support computation, continuing the ongoing expansion of human intelligence and knowledge (which I see as the overall mission of our human-machine civilization), will require converting more and more matter into this ultimate computing substrate, sometimes referred to as “computronium.”
What is that limit? The overall solar system, which is dominated by the sun, has a mass of about 2 × 1030 kilograms. If we apply our 1050 cps per kilogram limit to this figure, we get a crude estimate of 1080 cps for the computational capacity of our solar system. There are some practical considerations here, in that we won’t want to convert the entire solar system into computronium, and some of it is not suitable for this purpose anyway. If we devoted 1/20th of 1 percent (.0005) of the matter of the solar system to computronium, we get capacities of 1069 cps for “cold” computing and 1077 cps for “hot” computing. I show in my book how we will get to these levels using the resources in our solar system within about a century.
I’d say that’s pretty rapid progress. Consider that in 1850, a state-of-the-art method to transmit messages was the Pony Express, and calculations were performed with an ink stylus on paper. Only 250 years later, we will have vastly expanded the intelligence of our civilization. Just taking the 1069 cps figure, if we compare that to the 1026 cps figure, which represents the capacity of all human biological intelligence today, that will represent an expansion by a factor of 1043 (10 million trillion trillion trillion).
Now for the intelligent universe. At this point, the ongoing expansion of our intelligence will require moving out into the rest of the universe. Indeed, this process will start before we saturate the resources in our midst. When this happens, we will immediately confront a key issue—the speed of light—which we understand to be the cosmic speed limit. But what is it a speed limit for? We can easily cite examples of phenomena that exceed the speed of light. For example, we know the universe to be expanding, and the speed with which galaxies recede from each other exceeds the speed of light if the distance between the two galaxies is greater than what is called the Hubble distance.
But the speed of light, as postulated by Einstein in his special theory of relativity, represents a limit on the speed with which we can transmit information. The phenomenon of receding galaxies does not violate Einstein’s theory because it is caused by space expanding, rather than the galaxies moving through space. As such, it does not help us to transmit information at speeds faster than the speed of light.
Another phenomenon that appears to exceed the speed of light is quantum disentanglement of two entangled particles. Two particles created together may be “quantum entangled,” meaning that if we resolve the ambiguity of a undetermined property (such as the phase of its spin) in one of the paired particles (by measuring it), it will also be resolved in the other particle as the same value, and at exactly the same time. There is the appearance of some sort of communication link between the two particles, and this phenomenon has been experimentally measured at many times the speed of light. But again, this does not allow us to transmit information (such as a file), because what is being “communicated” by quantum disentanglement is not information, but quantum randomness. As such, it can be used to generate profoundly random encryption codes (and that application has already been exploited in a new generation of quantum encryption devices), but it does not allow faster-than-light communication.
There are suggestions that the speed of light has changed slightly. In 2001, astronomer John Webb presented results that suggested that the speed of light may have changed by 4.5 parts out of 108 over the past 2 billion years. These observations need confirmation. That may not seem like much of a change, but it is the nature of engineering to take a subtle effect and amplify it. So perhaps there are ways to engineer a change in the speed of light.
The theory that the early universe went through a rapid expansion in an inflationary period does postulate a speed far greater than the speed of light, so we may be able to find an engineering approach to harnesses the conditions that existed in the early universe.
The most compelling idea of circumventing the speed of light is not to change it at all, but simply to find shortcuts to places in the universe that seem to be far away. The theory of general relativity does not rule out the existence of wormholes in time-space that could allow us to travel to a far-off location in a short period of time. California Institute of Technology physicists Michael Morris, Kip Thorne, and Uri Yurtsever have described theoretical methods to engineer wormholes to get to faraway locations in a brief period of time. The amount of energy required might make it difficult to set up a passageway for biological humans to pass through, but our exploration and colonization of the universe requires only nanobots.
Physicists David Hochberg and Thomas Kephart have shown how gravity was strong enough in the very early universe to have provided the energy required to spontaneously create massive numbers of self-stabilizing wormholes. A significant portion of these wormholes is likely to still be around and may be pervasive, providing a vast network of corridors that reach far and wide throughout the universe. It might be easier to discover and use these natural wormholes than to create new ones.
We have to regard these proposals to exceed or bypass the speed of light as speculative. But while this may be regarded as an interesting intellectual reflection today, it will be the primary issue confronting human civilization a century from now. And keep in mind that we’re talking about a civilization that will be trillions of trillions of times more capable than we are today. So one thing we can be confident of, is that if there is any way to transmit devices and information at speeds exceeding the speed of light (or circumventing it through wormholes), our future civilization will be both motivated and capable of discovering and exploiting that insight.
The price-performance of computation went from 10-5 to 108 cps per thousand dollars in the 20th century. We also went from about a million dollars to a trillion dollars in the amount of capital devoted to computation, so overall progress in nonbiological intelligence went from 10-2 to 1017 cps in the 20th century, which is still short of the human biological figure of 1026 cps. We will achieve around 1069 cps by the end of the 21st century. If we can circumvent the speed of light, we only need about another 20 orders of magnitude to convert the entire universe into computronium, and that can be done well within another century. On the other hand, if the speed of light remains unperturbed by the vast intelligence that will seek to overcome it, it will take billions of years. But it will still happen.
I make this case more fully in my book, and Jim makes it quite forcefully in this book. It is remarkable to me that almost all of the discussions of cosmology fail to mention the role of intelligence. In the common cosmological view, intelligence is just a bit of froth, something interesting that happens on the sidelines of the great cosmic story. But in the standard view, whether the universe winds up or down, ends up in fire (a great crunch and new Big Bang), or ice (an ever-expanding and ultimately dead universe), or something in-between, depends only on measures of dark matter, dark energy, and other parameters we have yet to discover. That the story of the universe is a story yet to be written by the intelligence it will spawn is almost never mentioned. This book will help to change the common “unintelligent” view.
So what will we do when our intelligence is in the range of a googol (10100) cps? One thing we may do is to engineer new universes. Similarly, our universe may be the creation of some superintelligences in another universe. In this case, there was an intelligent designer of our universe—that designer would be the evolved intelligence of some other universe that created ours. Perhaps our universe is a science fair experiment of a student in another universe. (Reading the news of the day, you might get the impression that this erstwhile adolescent superintelligence who designed our universe is not going to get a very good grade on his or her project.)
But the evolution of intelligence here on Earth is actually going very well. All of the vagaries (and tragedies) of human history, such as two world wars, the cold war, the great depression, and other notable events, did not make even the slightest dent in the ongoing exponential progressions I previously mentioned.
Clearly, the universe we live in does appear to be an intelligent design, in that the constants in nature are precisely what are required for the universe to have grown in complexity. If the cosmological constant, the Planck constant, and the many other constants of physics were set to just slightly different values, atoms, molecules, stars, planets, organisms, humans, and this book would have been impossible. As Jim Gardner says, “A multitude of...factors are fine-tuned with fantastic exactitude to a degree that renders the cosmos almost spookily bio-friendly.” How the rules of the universe happened to be just so is a profound question, one that Gardner explores in fascinating detail.
Or perhaps our universe is not someone’s science experiment, but rather the result of an evolutionary process. Leonard Susskind, the developer of string theory, and Lee Smolin, a theoretical physicist and expert on quantum gravity, have suggested that universes give rise to other universes in a natural, evolutionary process that gradually refines the natural constants. Smolin postulates that universes best able to product black holes are the ones that are most likely to reproduce. Smolin explains, “Reproduction through black holes leads to a multiverse in which the conditions for life are common—essentially because some of the conditions life requires, such as plentiful carbon, also boost the formation of stars massive enough to become black holes.”1
As an alternative to Smolin’s concept of it being a coincidence that black holes and biological life both need similar conditions (such as large amounts of carbon), Jim Gardner and I have put forth the conjecture that it is precisely the intelligence that derives from biological life and its technological creations that are likely to engineer new universes with intelligently set parameters. In this thesis, there is still an important role for black holes, because black holes represent the ultimate computer. Now that Stephen Hawking has conceded that we can get information out of a black hole (because the particles comprising the Hawking radiation remain quantum-entangled with particles flying into the black hole), the extreme density of matter and energy in a black hole make it the ultimate computer. If we think of evolving universes as the ultimate evolutionary algorithm, the utility function (that is, the property being optimized in an evolutionary process) would be its ability to produce intelligent computation.
This line of reasoning sheds some light on the Fermi paradox. The Drake formula provides a means to estimate the number of intelligent civilizations in a galaxy or in the universe. Essentially, the likelihood of a planet evolving biological life that has created sophisticated technology is tiny, but there are so many star systems, that there should still be many millions of such civilizations. Carl Sagan’s analysis of the Drake formula concludes that there should be around a million civilizations with advanced technology in our galaxy, while Frank Drake estimated around 10,000. And there are many billions of galaxies. Yet we don’t notice any of these intelligent civilizations, hence the paradox that Fermi described in his famous comment. As Jim Gardner and others have asked, where is everyone?
We can readily explain why any one of these civilizations might be quiet. Perhaps it destroyed itself. Perhaps it is following the Star Trek ethical guideline to avoid interference with primitive civilizations (such as ours). These explanations make sense for any one civilization, but it is not credible, in my view, that every one of the billions of technology capable civilizations that should exist has destroyed itself or decided to remain quiet.
The SETI project is sometimes described as trying to find a needle (evidence of a technical civilization) in a haystack (all the natural signals in the universe). But actually, any technologically sophisticated civilization would be generating trillions of trillions of needles (noticeably intelligent signals). Even if they have switched away from electromagnetic transmissions as a primary form of communication, there would still be vast artifacts of electromagnetic phenomenon generated by all of the many computational and communication processes that such a civilization would need to engage in.
Now let’s factor in the law of accelerating returns. The common wisdom (based on what I call the intuitive linear perspective) is that it would take many thousands, if not millions of years, for an early technological civilization to become capable of technology that spanned a solar system. But as I argued previously, because of the explosive nature of exponential growth, it will only take a quarter of a millennium (in our own case) to go from sending messages on horseback to saturating the matter and energy in our solar system with sublimely intelligent processes.
According to most analyses of the Drake equation, there should be billions of civilizations, and a substantial fraction of these should be ahead of us by millions of years. That’s enough time for many of them to be capable of vast galaxy-wide technologies. So how can it be that we haven’t noticed any of the trillions of trillions of “needles” that each of these billions of advanced civilizations should be creating?
My own conclusion is that they don’t exist. If it seems unlikely that we would be in the lead in the universe, here on the third planet of a humble star in an otherwise undistinguished galaxy, it’s no more perplexing than the existence of our universe with its ever so precisely tuned formulas to allow life to evolve in the first place.
It is not possible to do justice to this dilemma in a foreword. It would take a book to do that, and Jim Gardner has written that book. Muriel Rukeyser wrote, “The universe is made of stories, not atoms,” and in this book, Gardner tells us the universe’s own fascinating and unfinished story. Perhaps even more intriguing, Gardner relays in a clear and compelling manner the gripping stories of the rich, intellectual ferment from which our understanding of the universe is emerging.
1. “Smolin vs. Susskind: The Anthropic Principle.” EDGE: The Third Culture, August 18, 2004, www.edge.org/3rd_culture/smolin_susskind04/smolin_susskind.html
© 2007 Ray Kurzweil.
| | |
|
|
Mind·X Discussion About This Article:
|
|
|
|
Re: Gardner's book
|
|
|
|
Godel's theorem shows the incompleteness of number theory, or any system of equal complexity.
No matter how advanced we become, there will always exist truths that can neither be proven nor disproven. Consequently, the system remains perpetually "open". This means that there can never be any person who can say "I have discovered all the answers. We merely need to follow this complete formula and we can proceed without even thinking about the matter".
This is what David Hilbert tried to do, but Godel showed the bankruptcy of his attempts. To create a complete mathematical system would be to simply follow the "recipe" of mathematics so that original thought would simply not be needed. We would explore the channels of knowledge and arrive at a well defined solution to all problems. Can't be done. This might sound obvious, but Godel proved it mathematically, so that's confirmation.
Chaitin's theorem says that in any axiomatic system, there exists an infinity of undecideable propositions. We can have well defined problems and even know where we would like to go, but we can't get "there" from "here". We may discover it, but we don;t know what the process of discovery will yield, nor predictr it, that's yet another confirmation of freedom.
Church's theorem says we can't develop a standard procedure by which axioms can be produced, a system in which "one size fits all". We are forced to go through a process of explorations, the end of which we cannot predict, whether each will be fruitful or not. That's confirmation of freedom.
Tarski goes a step further and shows that we can't even fidn a standard procedure by which truth can be discovered in mathematics, and if it doesn't work in mathematics, which is our most disciplined and structured process of thought, how could we do it in other fields of thought? We are free.
The point is, we are free from authority structures imposed by humans who would claim absolute authority or knowledge. Can I go beyond that and say we are free in some sense beyond the complexity of number theory? What in the world would I use as a reference? My knowledge is subject to Godel's incompleteness theorem, so I can't say whether we are free in an absolute sense. I can only say we are free in terms of human knowledge. A creative mind can make an unpredictable discovery and overturn centuries of science, as Einstein did with Newton, though Newton's ideas are still applicable in classical physics.
We are free from authority structures of others, with the only authority being the truths we can discover. |
|
|
|
|
|
|
|
|
Re: Gardner's book
|
|
|
|
There is the beauty of GFodel's theorem. There is no way to demonstrate the completeness of mathematics because Godel simply replaced the normal axioms we use, addition,subtraction, multiplication, and replaced them so that numbers were used insteads of the axioms. His system was a self referencing system such that it produced the Godel state ment "G", which said of itslf, "I cannot be proven within this system".
It existed as a truth, it existed as an axiom, but it could not be proven within the system even though we humans are smart enough to see by observatin that it is true. But the system of mathematics cannot prove it.
Of course the system can be added to include the axiom such that it was now complete, but the very addition of the Godelizing formula top make that system complete would lead to incompleteness at a higher the system arrived at a contradiction that it could not disprove. It contained both a "yes" and "no" answer.
the mathrematical system itself, no matter how complete we make it, it will be US who make the comletions and realize the incompleteness at yet a higher level, so that we are free from the athematical system we create.
Can computers ultiately pass us and create a mathematical contradiction beyond which we can't reach?
Would it matter? We already realize incompleteness, and we also know that AI will never reach completeness no matter how much smarter it gets than us.
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Very good David. I am reading the book and I do appreciate your viewpoint. Also, I have read the works of many of the people Ray quotes. But, unless I am mistaken, neither you or Ray Kurzweil live and breathe for very long periods outside of the US. I work for an American company, but the work I do requires me to live in China 8 to 9 months out of the year. I live in the most exciting, active, and productive areas of the present world, southeast coast of China that, regardless of what you read, remains technologically light years behind the US and Europe.
That is why I asked the first question: Who gets to meet God first? Somehow I do not believe it is going to be a Chinese peasant who exists on about 100 yuan, 12 American Dollars, a month. What will happen to him, according to Ray? |
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Those Chinese peasants have only $12 a month. That's not much, but at least the chinese and many people in other countries have the potential to "develope". But there are many shanty cities in the world where $12 a month is lots of money. In those cities multitutes are totally destitute and have no chance to develope. And the numbers of destitutes are accelerating. As China and India develope people migrate to the cities. This is what happens.
1. Cities become industrialized
2. Cities and industries require more water than agriculture.
3. At the same time Agriculture requires more water than ever. When a country industrializes, the standard of living increases, people eat more meat. Meat requires more land, soil, and water.
America and the west are not unaffected by this: as developing countries import more food, the price of food goes in in US and and the west. This puts a strain on US farm land, soil, and water.
Meanwhile, remember those destitute people? They're wondering- what's meat?
In the 21st century, WATER WILL BE THE MAIN RESOURCE OF CONTENTION. |
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Predicting the Future and Examining the Past
I would like to propose a question. First, let me explain a little about myself. I absolutely and completely agree with Ray Kurzweil in how our future will unfold, to the extent that I can imagine it. I too, am an optimist and would like to believe that humanity will prevail in overcoming the pitfalls that our technological race includes. I held this position long before I even heard of Ray.
My question is this: Under the assumption that the immediate space surrounding earth will become intelligent, is it possible that this new super intelligence will be able to predict the future or fully understand the past with regards to Earth. I arrived at this question with two things in mind. The Big Bang theory and Newton's Third Law, which states that: 'For every action, there is an equal and opposite reaction."
First, the Big Bang theory: From what I understand, this theory states that at some point all the matter and energy in the universe exploded outwards and continues to expand to this day. I have also read versions of this where the Big Bang may have not been the first to occur, but there is the possibility that our universe in some other time collapsed in on itself and when all the matter and energy reached it's most dense state, it exploded outwards, thereby creating the Big Bang. So, working from this idea, we can say that at some instant all matter and energy was in a state of changing from implosion to explosion.
Nearly everyone is familiar with Newton's Third law so I won't spend any more time on this subject.
I am curious if anyone thinks it is possible for our coming super intelligence to somehow 'know' every bit of information at any one instant with regards to the time and space surrounding earth (and perhaps further). What I mean to ask is, will it be possible for us to 'take a picture' of time/space in an instant (whatever the smallest value of this information might be?) Assuming our new super intelligence were fast enough and had enough memory, it could then, using Newton's Third Law, extrapolate the very next instant. Using the new information, it could then determine the immediate instant following it and so on and so forth. Then, if the intelligent space were fast enough, it could extrapolate beyond the present time and 'see' the future. Using this same method, it could work backwards. I know the universe is immense, so it is hard to imagine our future intelligence knowing the future of the universe, but if a large enough area of space were intelligent, perhaps we could use this on a small area, such as that of the space surrounding earth. Perhaps we could even perform this calculation on enough workable areas so as to piece together the universe bit by bit. Maybe that could be our reason for existence in the future- to know the past, present, and future.
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Archangel, if memory serves me, haven't you just described a form of Laplace's demon? It's pretty much the same, i believe. If we can know all initial conditions at one point, then we can predict the unfolding of the universe at any point in time. It also seems, however, that Heisenberg pretty well exploded this notion. If we know the position of an electron, then velocity becomes unpredictable. First, the mathematics itself demonstrates the impossiblity of knowing position and velocity of an electron. Second, the very act of our own interaction causes entropy and randomness, via Maxwell's demon(everybody had a demon in those days). We cannot exist "outside" the system in such a way that we can measure the unfolding of a universe in which we are involved. Our collective choices can have random appearing effects.
I also believe that we engage Godel's theorem here. No matter how well we develop our systems of mathematical predictions, those systems remain perpetually incomplete.
Also, at the quantum level, random statistical occurrences lead to observable and predictable behavor at the Newtonian or classical level. It is apparently the effect of "cancelling" randomness that makes our world seem predictable and us measuring it from "outside", but even at the classical level, we tend to feed off our own psychic waste, as plants feed off the waste or manure in the garden. We can makle predictions about the future, but we can in no way be certain of the truthfulness of those predictions. We affect our own predictions in uncertain ways. The same would apply to a super intelligence, whose only advantage, perhaps, is that it would recognize this futility much quicker than we did. |
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
This whole idea is just pre-Copernican thinking, i.e., the irrational belief that mankind has a central role in existence. The possibility of traveling throughout the universe and/or converting it into a thinking entity depends on revolutionary new discoveries in physics, discoveries which have been notably absent for the past 7 decades (I don't hear anyone proposing to use, e.g., the quark theory to travel the stars).
The lesson of science is this: the universe wasn't made for us, doesn't care about us, and certainly wasn't designed for our ongoing entertainment or to satisfy our egoistic fantasies. Science will end, indeed has probably already ended as far as new, practically usable fundamental laws of nature are concerned, and whether it allows us to travel to the stars or not is simply an accidental property of the universe.
Kurzweil's beliefs about future scientific progress bear more resemblance to faith or religion than to science. Of course he is right about biotech and nanotech - that's just engineering; but his speculations on physics are wishful thinking. |
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Starting with a brief quote from the intro text by Ray Kurzweil:
“By the mid-2040s, the nonbiological portion of the intelligence of our human-machine civilization will be about a billion times greater than the biological portion (we have about 1026 cps among all human brains today; nonbiological intelligence in 2045 will provide about 1035 cps).”
I react by saying the statement makes no sense whatsoever. In particular, I do not believe in the existence of a nonbiological portion of intelligence. Of course it’s partly a matter of definition, as we all know that secret services refer to any piece of information as ‘intelligence’.
Kurzweil has been on a mission all his life to try and prove that machine intelligence exists and that it will at some point in the future be equal to human intelligence, or, as he predicts in the quote, be ‘a billion times greater’. I am stunned by the naivete, as I have been for nigh on 30 years.
A machine, on its own, no matter whether it has the whole web contextually and semantically encoded in it, will never be able to create any object, or interact sensibly with humans trying to achieve certain aims, carrying out specific activities.
I find it dangerous for civilization that there are people like Kurzweil. They create a utopian vision of a man-machine civilization, in which man may well be rubbed out once it is found that we don’t need humans for certain types of work. They seem to be true believers in Huxley’s Brave New World, but see it as a good world to strive for, rather than an abject distopian one that will never work, and that we should never even contemplate of wanting to work.
We must stick to what we’ve got up there in our skull. Everything we have, our expectations, our love, our art, our reason to live, our ambitions, our hope, and our technology, comes from our minds, created in that grey matter. Any stuff we make can help us perform better, have more fun, create higher quality lives, sure, but we must make an effort to keep all the stuff we make or want to make in check. I see this as a grave responsibility that lies on all of our shoulders, including those of the smartest scientists.
I share the concerns Bill Joy expressed in his article “Why the future doesn’t Need us” some years ago in Wired.
To me one of the key concepts in my own understanding of technology and science came from Douglas Engelbart, who insisted you should think about human augmentation, and not machine automation, and create your tools, gadgets, hi-tech organizations and systems, around the idea of augmenting human intelligence, not replacing it.
I think he was, and is, so right. To us humans, mind and culture are the starting point, whether we like it or not; everything else originates from there.
In the late 60s, Terry Winograd wrote the program SHRDLU, which could behave pretty artificially intelligent in a very limited world of block objects, and NASA managed a moon landing. Winograd realized that no matter how promising his program appeared at the time, there was no future to be pursued. And what about moon landings?
Our computing power has increased 10,000 times since then, but has it made a moon landing 10,000 times easier? I think not.
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
I haven't read the book by Gardner yet but I'm looking forward to getting it pretty soon. I think Ray Kurzweil is quite correct in pointing out that discussions of cosmology fail to mention the role of intelligence at a cosmic level. However, I don't agree with his opinion that we, the human civilization, are the first ones.
Regarding the Fermi paradox I can make the following falsifiable hypothesis:
1) Current cosmology teaches us that the composition of the Cosmos is: 5 percent normal matter (including starts, planets, human brains, technology, etc), 25 percent dark matter and 70 percent dark energy.
2) Dark matter = advanced civilizations
Nobody knows for sure what this dark matter is made of. Perhaps, this dark matter (85% of all matter embedded in galaxies and clusters of galaxies) is the nonbiological portion of the intelligence of ancient advanced civilizations. A huge "computronium" based on cold computational technology. We are not able to see these civilizations directly because they don't interact in the electromagnetic spectrum. Being cold computers they don't emit radiation and perhaps for reasons beyond our current comprehension they are not made of regular baryonic matter but a more efficient computational form of matter. However, we clearly appreciated its gravitational effects.
3) The computational challenge they are solving
Since 1998 several experimental results indicate that a 'mysterious' force is acting in the universe. Dark energy is an unidentified agent that exerts a king of antigravity force on the whole universe and its accelerating its expansion.
Perhaps this 'mysterious' force is nothing more that the result of advance engineering at a cosmic level by the 'dark matter' intelligences. It may be that the major problem of this community of advance beings was to avoid a 'big crunch' of the universe. They may have engineering a solution that we perceive like the dark energy. Now remember that the value of this dark energy (cosmological constant) is fine tune. It seems to have a value that not only accelerates the expansion of the universe but also benefits the formation of massive elliptical or spiral galaxies (98% of the current galaxies). Also, the value seems to be fine tune to favor a healthy rate of large start formation insuring the existence of the heavy elements that constitute our planet, brains, intelligence and technology. Also massive black holes at the center of galaxies seem to be inactive (perhaps more computational power!).
4) Falsifying the hypothesis
Using Kurzweil's law of accelerating returns I propose that the first intelligent civilizations capable of engineering at cosmic level appeared in the universe about 4 to 6 billion years after the big bang. Therefore if we check the first few billion years of the universe we shouldn't detect the consequences of the dark energy. At that time only gravity has to be the main force at a cosmic level, the amount of big galaxies is not as large as today and perhaps the rate of start formation is smaller, black holes at the center of galaxies are more active, etc. We should have the experimental means to find out these facts pretty soon (James Webb Space Telescope, etc). After 6 billion years we should notice that the influence of dark energy begins. The first superintelligent civilizations turn on the 'dark energy' switch to ensure the generation of additional intelligence and their survival as well. In a few hundred years perhaps, our machine legacy will joint them to contribute to this cosmic goal. Perhaps a study of the large scale configuration of dark matter at 6 billions years after the big bang and comparison with the current one may offer more insight.
I think Kurzweil should partner with some professional open minded cosmologists and summit a paper to one of the leading cosmology journals making some testable predictions based on these or similar ideas.
If intelligence is such a powerful force at a cosmic level a universe that contains extremely advanced intelligence has to be different of one that does not. This is clearly a falsifiable scientific hypothesis.
Bague2064
References:
- The Universe's Invisible Hand at:
www.sciam.com/article.cfm?chanID=sa006&colID=1&art icleID=1356B82B-E7F2-99DF-30CA562C33C4F03C
- Report of the Dark Energy Task Force at:
arxiv.org/abs/astro-ph/0609591
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Dear Bague2064:
You are saying EXACTLY the same thing I have always discussed with people. We are definitely NOT the first civilization out there. If you draw a line of biological accomplishments during the last 3 1/2 billion years of life, you find that the major accomplishment, the self-encoding of life - the language in the genome - cannot be accounted for by the short time of development 3 1/2 billion years ago. The DNA inside a primitive cell came from outer space and fell on fertile ground on the young earth. Then evolution started as we know it. DNA can last many millions of years when cooled down to almost absolute zero. Where did this system evolve? It evolved on a planet relatively nearby which was either much older than earth, or its biomass was much, much bigger, so evolution was faster. But what happened to such a planet now, almost 4 billion years later? The evolution was much faster on that planet, and it obviously began earlier. The intelligent life forms that developed on that planet must be far, far ahead of us. They can easily qualify as the basic intelligence in the dark matter / energy. The ultimate intelligence will have occupied the whole universe by now, will have modified it and will exist at almost zero temperature - thus it will be stable in time. It will have learned long time ago how to create nanotechnology, etc. It can most likely even alter the fundamental constants of our universe, like you speculate. You have some interesting approaches of coming closer to a proof that something like this exists. It is very hard if not impossible to show that a system is more intelligent the analyzing system. It looks random from a lower viewpoint. However, changes in time, like you predict, should give clues. I would like to talk to you in more detail. My email is: sgruenwald@cgfunding.com. |
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
If it takes humanity such a relatively (compared to the current age of our current observable universe) short time to begin the process of quantum-jumps in its intelligence, the question that is important to ask is - has this happened before to some other civilization either in this universe or possibly another universe? Of course, having no ability to "go and see" (for various reasons), the only possible way to answer this question is if it can be logically deduced. So then the question is, can this answer be logically deduced and leave no room for alternatives that to not violate basic logic? Another question that instantly arises, what would such an answer mean for humanity? If the answer to this question would include proof that almost all belief systems on this planet are false and that we are by no means "alone in the universe" - would that mean anything for the entire race? Perhaps not as much as it may initially seem, because it would only matter to those who have the capability to understand the answer. To all others, it will be meaningless, and therefore, inconsequential. "Life" would go on without as much as a ripple. In fact, there there have always been humans who have found and understood this answer, and with it the true nature of the universe - but the power of hard-wired assumptions and linear thought process of the rest of humanity makes it impossible to transmit this answer to them until the assumptions are dropped and the mind is truly opened.
Mathematics is the only true universal language. The significance of this statement is yet to be understood by humanity. There is no experiential proof because perceptions and experience of reality are to a large degree a construct of the perception apparatus itself. Therefore, there is no proof in observation, only probability that is only as useful as the reality that the observer is currently limited to. For example, as long as the awareness is limited to only one dimension, then what happens in the relative objective reality of this dimension is only objectively true for those whose awareness is limited to just that dimension - but in no way does it define objective reality for those who are aware of other dimensions where "reality" is, as a result, fundamentally different. The "proof" of all existential questions resides in each infinitesimal "part" of existence itself, which, because it is in fact limitless, is more of an abstract point than an actual "part" that has any special dimensions or reference. All said proof is derived through logic and mathematics, and by no means excludes the answer to the true nature of the universe. As all mathematics, this answer is timeless and had always existed, just waiting to be discovered and understood. Those who do not understand will never find "proof" for or against their dearly-held beliefs because of those and many other assumptions that limit their ability of finding the answer.
Evolution, therefore, is not a reality of an entire species, but is an individual process. It is not defined by technology but by an individual's understanding of objective reality, which creates the possibility for the very "singularity" that is discussed here, but on an individual basis. Access to data does not translate to understanding the data and usefulness of it. As such, a being cannot evolve without the growth of its consciousness - this process cannot be mechanically induced by better processing power and more storage space and access to more data. The data that provides the fundamental answers to most existential questions already exists and easily accessible to all humans, but it is ignored and misunderstood by the vast majority in favor of limiting belief systems, because those promise all sorts of "rewards" and "punishments". So it is not lack of data that limits us, it is lack of understanding of this data. Logic and mathematics uses already available data and derives new understandings from it. Humanity will not advance without conscious understanding of certain fundamental realities - understanding that comes from learning certain fundamental lessons about life itself. A monkey does not advance when you give it a TV, and neither will an advanced "intelligence" land on the White House lawn and say "hello" for similar reasons we do not hand out TV's to monkeys or try to talk to the local anthill.
So the real question is - what logic can be used to deduce the answers to said existential "problems", answers that may be timeless and have always been staring us in the face? Those who believed the earth is flat did not do so because of lack of data available to them. Civilizations long before them knew that the earth is round and even plotted detailed orbital paths of other planets, among many other things. Similarly, all our "beliefs" (most especially religious ones) today are not due to lack of data, it is due to stubborn desire to ignore the data and to refuse to draw logical (very often the ONLY possible logical) conclusions from it, conclusions that may not be nearly as "comfortable" as the cozy promises of heaven among other things in our comfortable belief systems. And these systems are not just religious, assumptions exist at every level of our lives, some major and minor assumptions, conscious and subconscious. Similarly, this topic of technological singularity is very promising and the perceived light at the end of this perceived tunnel literally blinds us, causes conclusions to be drawn based on selective data and in some instances no data at all which is replaced by what are considered "safe" assumptions. Yes, the details will work themselves out naturally, but as the saying goes, "the devil is in the details". And observing stars spinning around us may create the impression that this is what is happening and we are the center of the universe, but appearances can be deceiving. Similarly, all those graphs of exponential progress of technology create a certain tunnel vision that excludes certain data that can make the conclusions absolutely different than what the reality of the situation is.
Consider the possibility that human race is an "experiment" - governed by intelligences that are far beyond ours that have reached their "singularity" "long ago" (I put that in quotes because of the nature of "time" and "space"), what would be the implications of this for us? There is much more going on on our big blue marble than meets the eye, the state of affairs on our planet and its immediate future cannot be concluded with the assumption that we are on our own and that something "else" is not in complete control of our existence and has certain concrete plans for our "future". I realize that this is something that is only a theory, but the idea of technological singularity can only be true if one assumes that the above theory is false and things on this planet really are as they appear to be - that we're not under constant observation by many other "intelligences". But the answer to this can change absolutely everything about our future - because then the question is, what do they want from us? Will they put an artificial/conscious block in our progress at any point, and if so, why (this could potentially be answered by the first question).
For example, what about all those UFO's that people claim to be seeing? Is this just a bunch of opportunists looking for exposure? Is it just secret government projects? Or is this indeed something "extra-terrestrial"? Because certainly if it is, this would have huge implications on basically everything. It's easy to ignore all this when focusing on technology and science and future prognostications, but there is so much going on on this planet that developing tunnel vision while ignoring potentially crucial data can make our conclusions completely and totally wrong, simply because we failed to address a vital "detail" in our excitement.
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
Mathematical ideas are infinite. Not all of them are applicable to the real world. The G'del theorem may be looked on as a proof. One can add an additional axiom up to the number of the countable set, or to the number of points on the line, or to the number of points on the plain, or to the number of points in infinitely dimensional space. This follow, that the axioms for real world description should be chosen in consistent with the real world. In an abstract mathematical theory may be interesting any geometry from infinite set of Ryman's geometries.
The power of universe computer is above 1080 cps. Power of all society computer is only 1025 cps. The question is; is this computer as effective as brain of single person. The effectiveness may differ, e.g.:
1. Sum of participants cps. (As the weight sum of boxes with garbage.) It has sense in calculating the GNP.
2. Abstract effective power. (E.g., time to solve some set of tasks.) By its nature, this criterion would have different result for the same system today and in a billion year.
3. The practical effective power. This is defined by reliability, vitality, reparability, and many other characteristics, which are used to define quality (a subjective one) of big complex systems. How not unique is this measure!
For informational systems is correct the following:
1. There is a limit for effectiveness of a single computing system or on its IQ. This follows that cannot exist e.g. a system with 1080 cps.
2. From position one follows, that the machine society would consist from individuals.
3. Those individuals would have free will and different characters.
4. The latter is possible without attraction of the other world.
In http://www.geocities.com/ilyakog/, one can find the background for the above statements.
|
|
|
|
|
|
|
|
|
Scope of Fermi Paradox?
|
|
|
|
>I think this community is singularly (pun intended) insightful. I'd love to hear your feedback!
I think what's most interesting about this book is its ending. Gardner proposes that the future is the cause of the past. This makes perfect sense to me, as I can see no other way for life to unfold.
I have never been comfortable with a single vector of time when almost all other physical processes have no preferred arrow. Also I have never been very comfortable with the idea of a Big Bang, some temporal "starting" point of the universe. Also the idea that the future is simply a part of the past may explain the anthropic principle. It also may explain the "just in time" manufacturing process observable in the physical universe.
One thing that's still unclear is what Ray is saying in the foreword. Is he saying that we are probably it for the Galaxy or we are it for the Universe? I feel, given the factors he covers and the Fermi paradox, that we are all probably about the same technological advancement and thus haven't had the time to comm with each other. BUT as Ray points out, it's quite possible for civilizations to be a million years different, thus, signatures should be all over given the power such a civilization could/would generate. Ray says we don't see the signatures, thus they probably don't exist. And again, I ask, does he mean in the Galaxy or the Universe?
I am willing to believe that we may be the only intelligent life in this Galaxy, and that in fact each Galaxy has only one little intelligent civilization (like us). Thus, if there is just one intelligent civilization in each Galaxy, that would place more of a time delay on such civilizations getting together, thus explaining the Fermi Paradox a little better. Since the nearest Galaxy is about 2 million light years away, if there IS a million year advanced civilization there, it will still take them another million years for them or their comm to get to Earth. So what is the scope of the Fermi Paradox?
James Jaeger
|
|
|
|
|
|
|
|
|
Re: Foreword to The Intelligent Universe
|
|
|
|
First off, this has been a wonderful read.
Now lets delve into the problematic sector of this article.
The mere thought of this super-intelligent man-machine is horribly repulsive to say the very least. The very change of humanity into this, freak show of never ending greed for knowledge, would most likely spawn a new realm far beyond the realms of comprehension or even acknowledgement on our part. Not to mention that, by following the most base laws of quantum physics, the probability of separate realms being created to house the variable choices also makes our seeing into any superior intellectual realm way out of the question.
Assuming the previous statements to be false, there are numerous answers as to how any previous race of this type were suddenly destroyed. An obvious one is that they were eventually destroyed by their own lust for knowledge and growth, say by being devoured by a black hole while exploring it, etc etc. Another theory could be that perhaps they reached the point where intellectual growth was no longer possible. Imagine a race so far advanced that they had nothing left to figure out? What would happen? It could become a chaotic universe of gods running around competing amongst themselves. Would they go mad, and turn on each other, simply to see who was the smartest or strongest? What if one of these "things" happened to realize what was being done, and how easily their current path would destroy them, so they decided to turn on their brethren and destroy all artifacts, beings, and knowledge of how to obtain this infinite wisdom.
Needless to say, there is a near infinite amount of suitable answers as to how no trace of these things could be left behind. Moving on.
Furthermore, you neglect the effects that things such as the subconscious mind, spirituality , and emotion have on humans, and I say humans because that is what we still are at the moment.
Perhaps, once we hit a certain level of intellect, genetic reprogramming will be possible(and we truly are not to far off from that). Perhaps rather than use machines to enhance the right now pathetic ability of biological intellect, we can learn to manipulate our genes themselves, thus enhancing the ability of biological intellect, perhaps even to the extent of which you talk about.
Truly these is no plausible answer to any of this, and it is all just mere speculation. Yet the theory developed here is simply mind blowing, and what greater way to better a theory than to test it against speculation? If it were not 4 in the morning where I'm at, I would ramble further, for there is much more to be discussed. I will be picking up a copy of this book, most likely later today when stores are actually open... |
|
|
|
|
|
|
|