Showing posts with label kurzweil. Show all posts
Showing posts with label kurzweil. Show all posts

Saturday, April 21, 2012

Book review - "Abundance" by Peter Diamandis

Peter Diamandis, the founder of the X Prize Foundation and the co-founder of Singularity University, is one of the foremost futurists today. He is well known for both popularizing emerging technologies and driving their development. His new book, Abundance, chronicles the ways in which technology is rapidly transforming life for people all around the world, and will soon usher in a “post-scarcity economy.”

Diamandis starts out by identifying the sources of humanity's biggest needs today – water, food, energy, education, information, communication, transportation, health care, and freedom/democracy – before going on to explain how technology can solve or is already solving these problems. Many of these same topics have already been covered in this blog.

Technologies like Dean Kamen's Slingshot will soon transform the way water is distributed and solve humanity's single greatest problem. Bioengineered crops, in vitro meat production, and vertical farming will soon enable us to grow food in places where it was not previously possible, under conditions that are much safer, more environmentally friendly, and less volatile. New online education technologies will soon enable far more people to have access to high-quality K-12 education, at a greatly reduced price, and Moore's Law is reducing the price of computing to the point where nearly anyone in the world can afford it (case in point: the proliferation of cell phones throughout even the poorest parts of Africa and India.) Solar energy will become cost-competitive with fossil fuels by the 2020s, thus offering a virtually unlimited source of environmentally-friendly energy.

But the part of the book that I found the most intriguing wasn't simply the range of technological solutions to humanity's greatest challenges; although Diamandis writes about these emerging technologies with an insider's knowledge, they have all been discussed elsewhere for years. The most intriguing part was Diamandis' idea of billions of new minds “coming online.” Sadly, people grinding out an existence in poverty are usually not able to contribute their ideas and talents to the world, and we are all worse off for it. But as we solve the problems of poverty and move toward a post-scarcity economy, billions of people will be freed from the task of eking out a subsistence lifestyle and will be able to contribute more to humanity's wellbeing themselves.

In my opinion, this reserve of squandered brainpower is the biggest overlooked resource of exponential growth that humanity has. Even the futurist most known for the concept of exponential growth, Ray Kurzweil, rarely talks about this untapped human potential. I find Diamandis' idea of exponential growth due to human intelligence far more plausible than Kurzweil's idea of exponential growth due to artificial intelligence...at least for the next few decades.

For most of human history, progress crawled along at an incredibly slow pace, because nearly everyone was dirt poor, focused on staying alive rather than making the world a better place. Progress accelerated dramatically in the 19th and 20th century, as more and more people gained access to the basic necessities of life and were able to build careers in areas in which they were talented and interested. But even today, at most a small fraction of humanity is currently driving the vast majority of the technological, social, political, and economic change around the world. This small fraction is disproportionately comprised of those who have already benefited from abundance. Far too many people still do not have access to the basics of life, which are a prerequisite to leaving a lasting mark on humanity.

As more and more people gain access to these things and we enter a post-scarcity economy, the world will begin to “wake up.” What happens when 8 billion people, rather than 1-2 billion, have everything they need to pursue their dreams? What will they do? How much more rapidly will our world progress when we have so many more people working for the betterment of the world? What kind of ideas, dreams, and talents already exist in the world today, lying dormant and waiting to be unlocked by the technological drivers of abundance?

Book rating: 5/5 stars

Wednesday, October 6, 2010

The Church of the Singularity

A new religion has taken hold of the digerati of the world. According to believers in the Singularity, technology is on an ever-accelerating trajectory, with new advances happening in shorter and shorter intervals of time. Within a few more decades, they claim, the world will be changing so quickly that society will not be able to keep up. According to this theory, as soon as we develop a machine that is more intelligent than we are, it will develop even smarter machines, which will develop even smarter machines, which will solve all of our problems and endow us all with godlike powers.

As strange as it sounds, this is an accurate description of the beliefs of Singularity enthusiasts. If this sounds goofy to you, you are certainly not alone. Virtual reality pioneer Jaron Lanier describes it as “the tech world’s new religion.” Mitch Kapor, the founder of Lotus Software (now a part of IBM), describes it as “intelligent design for the IQ 140 people.” I completely agree with them. The Singularity has all of the elements of a religious rapture: If we as a society behave ourselves, there will be one instant at some point in the next few decades that will transform the world and we will live forever in paradise. As Lanier notes, “books on the Singularity are at least as common in computer science departments as books on the rapture are in Christian bookstores.” The Singularity has many prominent adherents, including Microsoft founder Bill Gates, and Google's Sergey Brin and Larry Page.

If this religion has a high priest, it is futurist Ray Kurzweil. Its bible is Kurzweil’s 2005 tome, The Singularity Is Near. Kurzweil claims that the concept of the Singularity can be extrapolated from current technological trends. He completely rejects the idea that the ideas of the Singularity are motivated by any religious impulse, claiming that this is a veiled criticism to make it seem unscientific. He observes that computers have become much more powerful in recent decades, extrapolates that trend out a few more decades, and concludes that computers will soon leave us in the dust intellectually. He predicts the Singularity will occur around 2045.

Color me skeptical. While Kurzweil is quite right that merely labeling it a religion is insufficient to show that it’s inaccurate, I can see a number of very substantial problems with this belief. First of all, it is not reasonable to extrapolate current computing trends into the distant future. As Kurzweil himself notes, we are nearing the point in time (probably around 2019) when it will be impossible to shrink transistors anymore, and Moore’s Law will come to an end. Kurzweil then assumes (based on absolutely no evidence) that we will continue to double our computing power at approximately the same rate as before, by using three-dimensional computing chips. While this is possible, it is by no means guaranteed. The rapid increase in computing power that we’ve grown to expect could slow dramatically in the 2020s. If this happens, we almost certainly will not have truly intelligent artificial intelligence as soon as Kurzweil predicts.

Second, there is a very large difference between having the raw computing hardware to emulate a human brain, and actually having the software to create a program as complex as the human brain. This is not a minor problem. One rule of computer science is that as computer programs become more complex, it becomes evermore difficult to increase their complexity further. To make a program twice as smart requires drastically more than a twofold increase in the program’s complexity. It could be many, many decades (or longer) before we have any programs able to compete with humans intellectually.

Finally, Kurzweil makes a huge leap of faith by assuming to know the motives of beings more intelligent than we. If we create true artificial intelligence, what is to stop them from killing us all, or worse? Kurzweil claims that this will not happen because we will program them to respect us…but if they are more intelligent than we are, they could easily reprogram themselves if they wanted to. Or even if artificial intelligence is benign and wants nothing but to shower us with free goodies, there is absolutely no reason to think that they would want to create intelligence smarter than themselves, leading to a technological Singularity. Maybe their increased intelligence would allow them to see what Kurzweil apparently cannot: Creating entities smarter than themselves could pose a threat to their continued existence.

I think my previous entries have made clear that I am mostly a technological optimist. I share Ray Kurzweil’s belief that we will overcome many of the problems facing the world in the coming decades, including hunger, extreme poverty, naturally-occurring disease, environmental degradation, and aging. I will even grant that at some point in the future, we will probably create artificial intelligence that is smarter than we are and radically redefine our concept of what a human is. Despite all of this, the concept of a technological Singularity remains a completely irrational idea. It cloaks itself in the language of science and uses elegant graphs of past technological development to rationalize its predictions of future technological development, but ultimately it requires the same leaps of faith that are more characteristic of apocalyptic religious raptures than of science.

Monday, August 30, 2010

Augmented Reality Will Change How We See The World

Augmented reality is the technology of superimposing virtual images over top of one’s view of the real world. One of the earliest examples is the yellow first down line in televised American football games, which has existed since 1998. The technology typically works by recognizing a certain object in the real world, which triggers a computer to impose a virtual image into the viewer’s line of vision. In the case of the first down line, it operates through a television screen, but any type of screen will do. Augmented reality applications already exist for computers, smartphones, special-design glasses, and airplane windshields.

General Electric has a very cool interactive demonstration of augmented reality with which you can experiment on your computer. In this demonstration, an ordinary computer webcam scans the room. GE’s program detects a certain symbol (on a printed piece of paper), and displays a virtual image over top of it. You can hold the paper from almost any angle. If you move the paper or change the angle, the virtual image will follow your movements so that it constantly appears that the virtual image is on top of the symbol.

But although this is certainly a cool trick, does augmented reality have any useful applications beyond keeping us mildly amused? Any good augmented reality application has at least two components: 1) Recognizing a real-world object to "trigger" the application to do something, and 2) Superimposing a virtual image into the user's line of sight. Imagine you are walking the streets of an unfamiliar city looking for a place to eat lunch. As you walk by restaurants with your augmented reality glasses on, you see the restaurants’ average Yelp rating (and the most recent reviews) hovering just above the buildings. Based on this data, you select the restaurant you want to eat at. This would certainly be more convenient than looking up each restaurant individually as you walked by.

Augmented reality software could be installed in the windshields of automobiles (as it already is in airplanes) to dramatically improve safety, according to General Motors. The technology could scan the car's surroundings for possible hazards. Any object deemed dangerous, such as a deer on the side of the road, could flash on the windshield to draw the driver’s attention to it. In conditions of poor visibility, an augmented reality windshield could help point out the edges of the road, the lines on the road, and any important road signs.

BMW has another example for how augmented reality might work in automobiles in the near future. Suppose that you wanted to repair something in your car, but knew very little about how to go about it. Rather than take it to a mechanic, you could put on your augmented reality glasses, and get step-by-step instructions for how to repair it yourself. The software in your glasses would recognize the parts of your car as you looked at them, and create a detailed illustration showing you exactly what you needed to do in real-time.

The tutorial applications of augmented reality are endless. In addition to repairing a car, augmented reality could help teach people how to perform a wide variety of tasks, from processes as simple as cooking to those as complex as open-heart surgery. Eventually, even augmented reality glasses will become obsolete, as computing power becomes cheap enough to fit inside regular eyeglasses or contact lenses to project virtual images directly onto the user’s eye.

Futurist Ray Kurzweil envisions a future in which contact lenses come with several different viewing modes, depending on what the user wants to see at any given moment. There would be a “normal mode,” which simply displays the real world as we currently observe it. There would be an “augmented mode,” in which the user’s augmented reality applications superimpose virtual images over top of the user’s regular view of the world. Finally, there would be a “blocking mode,” in which the real world was not displayed at all, allowing the user to become fully visually immersed in a website, book, movie, or computer game.

Some of the earliest applications of augmented reality are already being rolled out on the iPhone and Android. This technology seems poised to explode into mainstream use over the next 10-15 years, and will quite literally change how we see the world.

PREDICTIONS:

By 2013 – Useful augmented reality applications exist on PCs and/or tablets to allow shoppers to virtually try on clothing before purchasing it online.

By 2017 – At least one-third of all smartphone and/or tablet users have an augmented reality application to project virtual images over the real world, as seen through their screen.

By 2021 – Augmented reality is routinely used to train people how to perform process-based tasks such as cooking, dentistry, surgery, furniture assembly, factory work, and/or auto repair.

By 2023 – At least half of all new, non-driverless automobiles in the US have augmented reality technology in the windshield for safety and/or navigational purposes.

By 2028 – Augmented reality contact lenses exist which can place virtual overlays of the world directly onto the wearer’s eye, or block out the real world altogether if the wearer desires.

Monday, May 17, 2010

Resolving Fermi's Paradox

If intelligent life exists elsewhere in the universe, where is everyone? Enrico Fermi’s 1950 question has elicited many theories in the sixty years since. If advanced life was as commonplace as Frank Drake or Carl Sagan believed, it seems unlikely that not a single extraterrestrial civilization would have made itself known to us.

Some, like futurist Ray Kurzweil, believe that this means that we are alone in the universe: the product of a series of astronomically unlikely occurrences. Kurzweil reasons that any advanced civilization would use all the matter of its own planet for computing, then radiate outward from their home world. The fact that no one seems to have done this already is supposedly evidence that we are alone.

I think this is a remarkably anthropocentric view of the universe. Both Fermi’s Paradox and Kurzweil’s reasoning employ the same faulty assumption that extraterrestrial life would act the same way that humans might. How can we possibly guess the goals of an extraterrestrial civilization when we don’t even know how our own civilization will act in the future? Why should we assume that extraterrestrials will be expansionists, desiring to conquer (or even communicate with) the rest of the universe? This is a remarkably human trait to project onto other potential civilizations. It’s entirely possible that extraterrestrial life does exist, but is simply not interested in interacting with us, content with not venturing far from their home worlds. Any civilization capable of interstellar travel or communication will almost certainly have access to anything it wants at home, and perhaps would have no particular reason to be interested in a pale blue dot populated by bipedal apes.

There is another, darker explanation for the lack of contact with extraterrestrials. If advanced civilizations tend to eliminate any inferior civilizations with which they come in contact, then we will have no evidence of them until immediately before our extinction, if at all. The fact that we have not yet been eliminated, then, simply means that no other advanced civilizations are aware of our presence yet. We can employ the Anthropic Principle here: We would not be here to speculate about Fermi’s Paradox if we had been discovered by another civilization.

These are the explanations for Fermi’s Paradox which seem the most plausible to me. The least plausible explanation is the one Kurzweil suggests: That we are alone. Even if advanced life developed in only one in a billion solar systems, there would be trillions of civilizations in the vastness of our universe. Finding them, however, may be much more difficult. Perhaps a truly intelligent civilization would leave no evidence of its existence at all.