Science Cult

Ray Kurzweil's vision of a 'Singularity' has attracted some followers, but don't expect it anytime soon.

 

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I once believed in the imminence of superhuman intelligence. In 1981, when I was still in college, I took a science-writing class at Columbia University from the journalist Pamela McCorduck. She had just written Machines Who Think (note the mischievous "Who"), a book about the efforts of Marvin Minsky and other artificial-intelligence pioneers to create conscious, autonomous computers that would leave mere humans in their cognitive dust. This research, which McCorduck often enthused over in class, helped persuade me to become a science journalist. What could be cooler than witnessing this giant leap forward in the evolution of consciousness?

My youthful infatuation with AI gives me a somewhat jaded perspective on the prophecies of some modern scientists, notably the computer entrepreneur Ray Kurzweil, that we are on the verge of a "Singularity." In physics, a "singularity" is an event or place, like the big bang or a black hole, where the laws of physics are stretched to the breaking point. Singularitarians (which some call themselves) have adopted the term to describe a radical transformation of consciousness that will result from breakthroughs in artificial intelligence as well as nanotechnology, biotechnology and neuroscience.

At first, Singularitarians say, we may become cyborgs, as WiFi-equipped brain chips, nanobots and genetic modifications soup up our intelligence, perception and memory. Eventually, we may abandon our flesh-and-blood selves entirely and transform our psyches into giant software programs, like Vista but presumably less buggy. We will then "upload" ourselves into computers and dwell forever in cyberspace. Our transformation into immortal, God-like cyberbeings will supposedly take place not millennia or centuries from now but within the next few decades.

Kurzweil makes his case by showing graph after graph documenting the explosive progress over the past few decades in information technologies, including computers, the Internet, cell phones and so on. These advances are indeed astounding. The problem is, some crucial scientific endeavors have made little or no progress over the past few decades. For example, artificial-intelligence researchers, including Kurzweil himself, have invented programs that can read text, translate languages, recognize speech, interpret cardiograms and play championship-level chess. But they haven't come to close to creating the kind of artificial intelligence depicted in countless sci-fi films, from the cute R2D2 of Star Wars to the evil HAL of 2001: A Space Odyssey. Marvin Minsky, who served as an adviser for 2001, noted recently that computers still lack the common sense of a 4-year-old child; they can't even tell the difference between cats and dogs. "I wish I could tell you that we have intelligent machines," Minsky lamented, "but we don't."

Singularitarians such as Kurzweil insist that scientists will soon "reverse-engineer" the brain so that they understand exactly how it works. Many neuroscientists assume that, just as computers operate according to a machine code, so the brain's performance must depend on a "neural code"; this is the set of rules, syntax or algorithms that transforms electrical impulses emitted by brain cells into perceptions, memories, meanings, intentions. Researchers are trying to decode the brain by probing it with ever-more-powerful technologies, such as magnetic-resonance imaging, positron-emission tomography and microelectrodes.

Cracking the neural code should yield all sorts of benefits. First, the brain's programming tricks could be transferred to computers to make them smarter. Moreover, given the right interface, our brains and computers could communicate as readily as Macs and PCs. Eventually, our personal software could be extracted from our bodies for uploading into computers.

If a neural code exists, however, neuroscientists still have no idea what it is. Far from converging on a solution, scientists cannot agree whether information is represented primarily by signals from individual neurons, or brain cells, by oscillations of many neurons firing in tandem, by even higher-level waves of chaotic electrical activity sweeping through the brain or all of the above.

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Member Comments

  • Posted By: RobertClaypool @ 05/21/2009 4:06:17 PM

    "But one day your pajamas will wake you up in the morning with a gentle massage and temperature change as they discuss with your coffee maker which sort of blend is most appropriate given your night's sleep, the day's weather, and the angry email from your boss waiting in your in-box."

    -- That's a great quote! Really made me laugh and then wonder ...

  • Posted By: drew3000 @ 05/21/2009 5:31:20 AM

    I enjoy Kurzweil's insights much in the way I enjoy Rudy Rucker's sci-fi, and as someone who does see a sort of AI as inevitable, I think people do sort of jump the gun a bit, and sort of talk about "The Singularity" in a sort of overly reverent tone. However, as has been stated here, you can't really compare the two. The singularity concept does come from sound science and projection models that are debated and refined among peers. Kurzweil's analysis gets heightened attention because of his celebrity status, but he is not the only one predicting this or mapping out a timeline. In Religion, the comparable peer process would be amongst the different post-schism sects, and there is no way for peers to actually view the source data.

    As mentioned here, Narrow AI is in use and already impacting our lives in subtle ways that we don't immediately recognise. How much more instantly do we simply turn to a search engine to find out informaiton now? How much more do we instinctively rely on sophisticated programs to sort out the data about who our friends (or like-minded people) are and what they are up to at any given moment? How often now do we consider purchasing items that a computer has figured out we might like? There won't be a "wham" moment when we say this is a postsingular world, just as the dawn of the information age or industrial age was a longer process than any given specific date can describe.

    There are countless things that must take place, some predicted and other random, and no one has truly accurately predicted the accelleration of acceleration itself. It will creep in, not bolt in.

    But one day your pajamas will wake you up in the morning with a gentle massage and temperature change as they discuss with your coffee maker which sort of blend is most appropriate given your night's sleep, the day's weather, and the angry email from your boss waiting in your in-box.

  • Posted By: RobertClaypool @ 05/20/2009 12:11:08 PM

    You assert that AI is failing to have significant progress ... or that AI will not become a world changer ... because we can't even get computers to recognize "simple things" such as the difference between dogs and cats. Perhaps your classification of what is simple (and what to classify as significant progress) is off base. Once computers are able to "think" or compute things on the level of a 3 year old, they will have already transformed our world in unimaginable ways.

    You should also consider the effects that Narrow AI can have even if AGI (artificial general intelligence) fails. Google and Wolfram Alpha are services that employ Narrow AI, and as they continue to improve, they will continue to impact our everyday lives in very real and significant ways. The world wide web is only 7,373 days old [ as of today, source: http://www61.wolframalpha.com/input/?i=Monday%2C+March+13%2C+1989]. What will it bring in the next 7,000 days? Much more in terms of Narrow AI and ubiquitous computing; perhaps augmented reality and communication channels we haven't even imagined now.

    As for your point that we are still working on cancer, I think you ignore the real point of Kurzweil's argument around biotech. His point is that since 1991, sequencing a human genome has dropped from a 13 year, 2.7 billion dollar international project, to a week long, $5,000 automated process. The price will soon be less than a nice pair of jeans. ** That ** will be the delivery vehicle for all kinds of progress in medicine, like we have never seen before. After all, we have never had access to the "code" running in our bodies or been able to run large scale analysis on millions of people's DNA.

    Modern Intel chips can processes up to 76 Billion instructions in ** one second **. We are rapidly approaching trillions and quintillions of instructions in one second. This is the kind of processing that will analyze DNA at large scales and do so much more.

    I'm not a believer in some of Kurzweil's ideas - like bringing back his dead father - but you should not underestimate the power of exponential progress in computing, biotech, robotics, communications and other areas that Kurzweil talks about.

    Robert Claypool,
    http://techencoder.com

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