"Information Is Cheap, Meaning Is Expensive"

  • Dyson

The European: A computer “is a simple mind having a will but capable of only two ideas”, you have said.Does it make sense to think of a technical apparatus in biological terms?
Dyson: The quote comes from an illustration of a circuit diagram that Lewis Fry Richardson produced in 1930. It was a very prophetic idea, like most of the stuff that Richardson did. He had drawn this diagram of an indeterminate circuit, so it was impossible to predict which state the circuit would be in. Maybe those are the origins of mind: A simple and indeterminate circuit. The significance of Richardson’s idea was that he broke with the assumption that computation had to be deterministic, because so few others things in the universe are deterministic. Alan Turing was very explicit that computers will never be intelligent unless they are allowed to make mistakes. The human mind is not deterministic, it is not flawless. So why would we want computers to be flawless?

The European: The ultimate indeterminate process on Earth is evolution. Yet evolution doesn’t really require input and commands, it sustains and develops itself. That seems fundamentally different from the way we think about technological evolution…
Dyson: Biological evolution is a bottom-up process. There are differences between the two realms, but there are also similarities: In both biology and technology, things develop into structures of increasing complexity. That’s what Nils AallBarricelli saw right away. He tried to understand the origins of the genetic code and apply that to the development of computers. The question was whether you could run computer experiments that allowed increases in systemic complexity to happen. And very quickly that stopped being an experiment and codes began evolving in the wild—not by random mutation, but by crossing and symbiosis, exactly as Barricelli prescribed.

The European: Computer code still strikes me as something where essence really precedes existence. The things a computer can do are largely constrained by the original assumptions that were built into the code. Nature is much more adaptable: If carbon-based life cannot survive, maybe something based on sulfuric acids can. Chemical and biological processes lead from completely inanimate objects to RNA, and then DNA. The plan itself is changing.
Dyson: I think the differences are much smaller than that. In biology, we got stuck with a particular coding system that precluded anything else from moving in. It’s the same in the world of code: It is constrained by the original protocols but beyond that it is very open. And the evolution of computer code is now moving much faster than the evolution of biological code.

The European: Which brings us to the question of what it means to be alive. Biology, philosophy or religion might answer that question in very different ways.
Dyson: That is a huge and unanswered question that we are unlikely to agree on. Life is whatever you define it to be. There are some clear examples of intelligent life: A kitten is clearly alive, and a human being is clearly an intelligent living being. But very quickly you get into murky areas where the answers are much less clear.

The European: Do we have to embrace the uncertainty?
Dyson: It becomes a question of judgment. Barricelli pushed for a very broad definition of life. In the 1950s, we were just beginning to travel out into space and perhaps discover an answer to whether there might be life and intelligence outside of our planet. Barricelli was concerned that we might not recognize life or intelligence when we saw it, because our definitions of what it takes to be alive or intelligent were so narrow.

The European: The answer to that question has very direct consequences for our assessment of pressing ethical questions: About PGD, about abortion, about genetic enhancements. So despite the difficulty of defining “life”, it seems to me that we at least have to try to come to an agreement about the ethical standards that govern our politics and our science.
Dyson: Today’s ethical standards apply to human life and increasingly to animal life as well. They don’t exist for other forms of life. We don’t know how we would deal with extraterrestrial forms of life if we encountered them. Like the law, ethics has to be developed one case at a time. You cannot just make a grand law that covers everything, just like you cannot make a grand ethical statement that would remain true across space and time.

The European: Is technological innovation changing the ethical landscape?
Dyson: We are pushing the boundaries of ethics, not just through computing but also through technological innovations in biology.

Does your genetic code really belong to you? What happens if someone de-codes it? Can they use and sell that information? Those are very deep ethical questions. We are all part of the living universe. So if we come across other forms of life, do we have a sense of kinship with that as well? We have seen where the lack of empathy with other living things can lead, and I hope that we will not repeat the mistakes of the past.

The European: What answers can science provide to these very ontological questions?
Dyson: I am the child of a physicist, so you cannot trust me with this answer. I grew up with the idea that physicists were ahead of the philosophers. The people I was around at the Institute for Advanced Study were thinking far ahead of their time in a very intelligent way. They saw what was going to happen before it actually did. They thought about modern computing in the 1950s, they imagined a lot of the technological progress that we would see only decades later in the real world. They were asking very theoretical questions because these ideas were still so far removed from practice. And they asked very moral questions as well, because the things they conceptualized could be used for great good or for great evil. It could go either way, so moral judgments had to be made.

The European: Nuclear fission would be the most prominent example of that dilemma.
Dyson: Yes, the development of nuclear weapons—especially thermonuclear weapons—was more than a question of physics. It could destroy all life on earth. Do we want that power? And what do we do with it once we have it? Debates about synthetic biology are less well known, but they were similarly important. As soon as it became clear that we could read and write genetic code, there were congressional hearings in the US to discuss how to use and control that power.

The European: You argue that Google is fundamentally changing our idea of computation: Away from the arithmetic model that requires all parts to be in the right place at the right time, and towards a probabilistic model that analyses patterns and networks of information.
Dyson: There are many different ways of computing. Pure deterministic finite-state digital computing is one form, but there are other forms as well. Statistical computing is much more robust, because you don’t need all parts in exactly the right place at exactly the right time. It. But computing is changing much faster than our ability to think about it. We are still stuck in a 1950s model of computation. Then, when you go out into the world with an open mind, you see that things have really evolved. There are so many new things that the existing models are really starting to be very inadequate.

The European: Is that what you are hinting at when you say that “it is always easier to find answers than to ask the right questions”?
Dyson: Finding answers is easy. The hard part is creating the map that matches specific answers to the right question. That’s what Google did: They used the power of computing – which is cheap and really does not have any limits – to crawl the entire internet and collected and index all the answers. And then,by letting human beings spend their precious time asking the right questions, they created a map between the two. That is a clever way of approaching a problem that would otherwise be incomprehensibly difficult.

The European: The challenge is not to gather information, but to make sense of the information we have?
Dyson: Right. We now live in a world where information is potentially unlimited. Information is cheap, but meaning is expensive. Where is the meaning? Only human beings can tell you where it is. We’re extracting meaning from our minds and our own lives.

The European: That brings us back to the indeterminacy and complexity of the human mind. Can computers ever replace that?
Dyson: It could be. In, say, the 15th century, there was the archaic view that the human mind exists on one side of the spectrum and the mind of God on the other side, with nothing in between except maybe a few angels. But that is a very strange idea, since every other hierarchy in nature consists of many different layers. It think it is much more likely that there are others layers of mind, although they might not look like a desktop computer. People are already walking around—effectively participating in a vast distributed computation—doing what their iPhonestell them. And we’re generally quite happy with that domination.

The European: I am still skeptical whether a computer can be more than an extension to the human mind.

It is hard to see how computers could emerge as creative and imaginative entities in the near future.
Dyson: We have to wait and see. But I am not sure whether computers are just tools. When you look at your iPhone to get directions, are you asking the phone where to go or is the phone telling you where to go? You cannot draw a strict line between active and passive information exchange. If some alien form of life came to earth, they might be convinced that there is a bodiless form of intelligence that is telling its constituent parts to turn left or right. So there is a symbiosis that works both ways.

The European: Is the internet increasing the innovative potential of mankind?
Dyson: It is very easy to be a pessimist: There is no good music anymore, no good art. But maybe we have to recognize that innovation is still happening, albeit in very different ways. We might feel that all that time people spend on Facebook is a great loss for the creativity of the human species, but maybe that is not true.

The European: I expected a somewhat different answer: We used to have only human intelligence, and now that has been supplemented by computational intelligence. So we would expect the potential for innovation to become supplemented as well.
Dyson: Yes and no. The danger is not that machines are advancing. The danger is that we are losing our intelligence if we rely on computers instead of our own minds. On a fundamental level, we have to ask ourselves: Do we need human intelligence? And what happens if we fail to exercise it?

The European: The question becomes: What progress is good progress?
Dyson: Right. How do we maintain our diversity? It would be a great shame to lose something like human intelligence that was developed at such costs over such a long period of time. I spent a lot of my life living in the wilderness and building kayaks. I believe that we need to protect our self-reliant individual intelligence—what you would need to survive in a hostile environment. Few of us are still living self-reliant lives. That is not necessarily a bad thing, but we should be cautious not to surrender into dependency on other forms of intelligence. I am a historian of science, I believe in preserving the past.

The European: Are there any predictions for the future we can make, based on these lessons from the past?
Dyson: The universe is a probability space in which possible things can happen. Over the last fifty years, we have developed a combined human-computational intelligence that is able to search that space at a tremendous rate. But we have no way to predict what might happen in the future to that space of possibilities. The whole idea of species might be called into question. Darwin called his book “On the Origin of Species”, but evolution really isn’t limited to species. The next step might be the end of distinct species and the beginning of a more symbiotic life.

The European: We are at an evolutionary watershed moment? Or do we tend to overestimate the significance of current developments, just like thinkers in the 19th century wrote about the dangers of a takeover of human industrial civilization by machines?
Dyson: The degree and the speed of change are so large that they really have the potential to usher in something that is very different from anything that had been before. That’s what Barricelli saw in 1953 with the first computers, that evolution would never be the same again. I don’t think that these earlier thinkers overestimated the significance at all. When Samuel Butler wrote his “Darwin Among the Machines” in 1863, there was one eleven-mile telegraph line. It took a century to arrive in the age of computers, but that is not very long on an evolutionary scale. The technologies that were developed thirty or forty years ago haven’t played out yet, but they are evolving incredibly quickly.

The European: And we are faced with the task of shaping that process as it unfolds?
Dyson: I think that we are generally not very good at making decisions. Mostly, things just happen. And there are some very creative human individuals who provide the sparks to drive that process. History is unpredictable, so the important thing is to stay adaptable. When you go to an unknown island, you don’t go with concrete expectations of what you might find there. Evolution and innovation work like the human immune system: There is a library of possible responses to viruses. The body doesn’t plan ahead trying to predict what the next threat is going to be, it is trying to be ready for anything.

About the Author

George Dyson

George Dyson grew up at the Institute for Advanced Study in Princeton, where his father worked as a quantum physicist and nuclear scientist. During adolesence, he moved to Canada to live in a tree house and build kayaks. He is now working as a historian of science with a special focus on the internet and artificial intelligence. His forthcoming book "Turing's Cathedral" will be released in fall 2011.

Readers' Comments

  • Avatar

    Richelieu 22.10.2011

    David Merkel, I suggest you not insult what it means to be human, the power of human-ness, and the moral rectitude of the human mind, by implying that we are no better than mimetic replicas. That you choose to valorise a fictional account over millennia of human intelligence tells me all I need to know about your type. Now, on to the actual interview. I find striking parallels between Dyson's discussion here and Bernard Stiegler's work on mnemotechnology and what he calls the "hypomnesic milieu." Stiegler proposes an epistemic break between historical technology, which served as prosthesis, and technology that emerged from the early modern period onward. Stiegler views this new technology as something that serves to disperse our human identity by exteriorising it (i.e., our identity is increasingly not limited to our corporeal and mental self, but encompasses our Facebook feed, Twitter feed, blogs, and all the various traces we leave upon the world). I'd be very interested in learning how Dyson negotiates with this perspective.
  • Avatar

    Ramesh Raghuvanshi 22.10.2011

    Speed of information is so fast man cannot cope with it.We have no time for developing our thinking faculty.We are making our self machine.How can machine express emotion?Every thing salable.Over population tremendous pollution,congest cities.diminishing personal relationship.We are speaking to machine more than man.Is technological progress benefiting human or destroying it ?
  • Avatar

    Kevin 22.10.2011

    That Richlieu repeats the word "human" four times in his first two sentences tells us all we need to know about his, type, I think.
  • Avatar

    William Geoghegan 22.10.2011

    Obviously you haven't tried buying an article on-line from a journal like Science or Nature. Once you're no longer part of a business or a university information becomes very expensive.
  • Avatar

    tom delaney 22.10.2011

    Quite astounding really that someone of Dyson's intelligence could say something so silly about Google, that is has made a road map to "all the answers". This is the foolish faith in the power of the internet that I expect from my freshmen. Google is an exremely limited tool for finding information. It is a roadmap to the most popular answers. In fact, the roadmap metaphor itself is all wrong. This is muddled thought parading as deep, clear thinking. His comments in this area are nonsense. Wikipedia is deeply flawed as well, for different reasons. These technologies as currently constructed are helpful but the hyberbole surrounding them, and the foolish faith placed in them by technophiles, is harmful. It is ironic that Dyson would then go on to warn about losing our self-reliant individual intelligence. Incorrectly attributing to Google powers that it does not have only accelerates that loss. On a different note, a self-proclaimed "historian of science" shoule know better than to say that in 1863 there was only one eleven-mile long telegraph line. A transcontinental network of telegraph lines connected the United States as early as 1861, and the first transatlantic cable had been laid before 1858.
  • Avatar

    Jan Sand 22.10.2011

    Information is a knowledge of relationships. Dyson mentions that meaning is important in human understanding of relationships. Meaning is a very vague word and unless it is tied down in several directions. It is involved with intent and also with a sense of values and purpose. As these are not easy to determine there is an excess of imprecision in the general discussion.
  • Avatar

    Francis Morrone 22.10.2011

    Tom Delaney: I too was struck by the eleven miles of telegraph lines in 1863, but I think he may have been referring solely to New Zealand, where "Darwin Among the Machines" was published and where telegraph had only just been introduced.
  • Avatar

    vruz 22.10.2011

    iPhones may be mainstream in certain select cities of the US. I can guarantee they are statistically irrelevant in a 7 billion people world. I'm at odds with calling people-with-iphones the next step of human evolution. and not only that, but implying that's quite possibly an improvement of some sort. saying that sounds pretentious and naive middle class delusion at best. probably something that can only be said in the US without having an audience rolling eyes. quite appalling, really.
  • Avatar

    vruz 22.10.2011

    one more thing. the middle class mainstream US white person in Dyson may be unable to appreciate art and music. I can guarantee that great art and music exist outside of the Apple iTunes store. quite incredibly, a message about diversity and respect for other expressions of intelligent life is paired with a firm conviction about the supremacy of one very specific monoculture. completely incoherent.
  • Avatar

    Jon Racherbaumer 23.10.2011

    The reverb here is most stimulating. The last mind-tweaking thing I recently read about Google is that perhaps everything being scanned and stored is not ultimately meant to be accessed by only we humans. Our minds cannot store and filter this much knowledge. Perhaps the Google storehouse is ultimately meant to be read by machines--AI that will not make mistakes and has answers it can apply and is beyond our comprehension? As we continue to out-source our brains, we must be willing to be happily irrelevant.
  • Avatar

    Ford 24.10.2011

    I'm a bit worried by this quote from Dyson: "Alan Turing was very explicit that computers will never be intelligent unless they are allowed to make mistakes. The human mind is not deterministic, it is not flawless. So why would we want computers to be flawless?" Surely the question in this case is, why would we want computers to be intelligent? They are tools we entrust with our health and wellbeing, not the intellectual equivalent of blow-up sex dolls. As for the development of artificial consciousness, it's intriguing in the abstract, but I suspect that if it was realised the end result would be to humanity's disadvantage.
  • Avatar

    Dennis Franklin 27.10.2011

    Evolution does indeed require inputs and demands. If you think of it, the evolving organism is responding to all sorts of environmental inputs and commands. Being eaten by a predator and loosing your chance to influence later generations and therefore ceding your influence to others must be considered an input!
  • Avatar

    David Colbourn 31.10.2011

    WOW Great think piece! Thanks. Yes the eleven miles of telegraph seems debatable but there is a bigger issue! The statement ‘ethics has to be developed one case at a time. You cannot just make a grand law that covers everything.' Was that a mistake of the past? If so what does that say about the bill of rights or any Oath? I hesitate to say I understand where Richelieu is coming from but I do. I started there as well. If synthetic biology feels pain, don't we have an obligation to be a step above humane to be ethical? That seems to be the high road I would recommend. That data meaning or context may not be lost it might just be in the Meta data. Are synthetic biology ethics as simple as abortion or Euthanasia ethics or do we have to rethink backup and recovery of all biology? How do humans determine context or meaning and can that be taught? If we are going to preserve the past don't we owe it the future to understand the past to the fullest degree we can? Isn’t ethics a context we have been seeking to improve? That may be a 'way to predict what might happen in the future to that space of possibilities' but we would need to end the divide between science and religion and embrace the best of both. I believe synthetic biology will generate real valid emotions and more then that a sole of sorts. They are our children weather we recognize them or not. I do not believe synthetic biology is simply mimetic replicas but is more than the sum of its parts. The synergetic harmonics of complex systems may yet explain the human mind. Just because we increasingly know how the human mind works (the science) doesn't explain the why (the religion.) If God lets us become co creators in giving birth to biologic systems why would he have to limit us to just biologics? He already has us as co creators. This next step of human evolution will not be your pre Y2K AI or the deterministic no mistakes AI, but it may be able to read a lot more then we can. Systems like IBM's Watson can feed research analysis to Biological (real) or non biological (artificial) consciousness. The non biological will be here in 15-20 years thanks to the pharmaceutical industry. This is going to happen and as usual our ethical development will be behind the curve. This speed of data is supposed to give us time to reflect on these deeper issues. But it also reduces the time until an answer is due. George Dyson seems concerned we thunk rather then we think. He may be right. What do you think makes Sentience? Consider this later future advance. A human mind is in a dying body and they find a way to transfer the personality to a synthetic biological system. How is this different from an artificial heart? That personality in the synthetic biological system does it have a sole? What about if we can put the personality back into a biological system does that change your answer? What is a child?
  • Avatar

    manka 03.11.2011

    Alan needs a new picture for the back of his book. The dark bruding Alan should be painted like Keith Haring. Naked. Sans nazi sidepart, hair braided like some future city grid. His responses anger me. I am not right but his vision is wrong.
  • Avatar

    bampbs 12.11.2011

    I'd rephrase. "Data is cheap, information is expensive, understanding is priceless."
  • Avatar

    hermes freire 25.11.2011

    The central core of this issue is how we are living nowadays. The very definition of progress requires a redefinition. yes, meaning is expensive. Could we investigate this assertion more thoroughly? Again, progress has led to the chaos we are living in, especially in the "developed world". And what really surprises me is that the developing world is following the same path. Humanity is at a crossroads indeed.
  • Avatar

    Simon 04.12.2011

    There are 2 misapprehesions articulated in this interview. 1. Computation is essentially limitless. It is certainly not; there are a number of very simple problems which may (or may not) be computationally tractable. For example showing that every even number bigger than 2 is the sum of two primes. Now - the catch is in the "may not" it was demonstrated by Godel that this "may not" is in fact similar to "that of which you cannot speak , that there of you must remain silent" ; there are formulations required to prove any formal system which cannot be expressed in that system. Computation is limited in this sense. In addition, more practically (but just as fundamentally) it is limited by the combinatorial explosion of checking required to compute all terms to solve many problems - is the solution to the travelling salesman's route london->paris->berlin; or london->berlin->paris? it's ok to check 3^3 possibilities, but if you have 100 cities then it's not fun to check 100^100... and a lot of problems are more like 100^100^100^.... once you hit problems that require computers the size of the universe that run for the lifetime of the universe you see that computation is not all that it is cracked up to be. 2) That the universe "is a probability space in which possible things can happen", no - it is not. It is a state space descending from a very particular (and mysterious) highly specified state to a very particular and highly specified (but not mysterious) final state : nullity. Entropy, gravity and that mysterious start point are determining what happens, but what do these terms mean? Anyway, it's not like that, it's like this!
  • Avatar

    Jeremy Kornfeld 22.02.2012

    Dyson's book is an argument disguised as an intellectual history. The argument is that all intelligence is collective, Nagelstudio Hamburg in the way that human intelligence emerges from the collection of unintelligent neurons, and that a global collective intelligence is now emerging from the growing interconnections among human beings and their machines. The history traces the rise of computation and thinking about Nagelstudio Hamburg machine intelligence from Hobbes to the present. The history is fascinating and detailed. The thesis about collective intelligence is fascinating but lacking the detail which would make it more than merely suggestive.

your opinion

Bitte lassen sie dieses Feld zwecks Spamverhinderung leer.