Showing posts with label moore's law. Show all posts
Showing posts with label moore's law. 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

Sunday, October 24, 2010

The Future of Energy: Solar Power Is Coming

The amount of energy the earth receives from the sun each year is more than 10,000 times the total energy needs of all humans on earth. We cannot effectively harness even such a paltry fraction of the sun’s energy yet. In 2008, less than 0.02% of the global energy supply came from solar energy. In most parts of the world, solar energy is simply too expensive. Carbon-based energy such as oil and coal still provide a cheaper alternative, even while harming our environment. Solar energy currently costs about 38 cents per kilowatt-hour, compared with only 5 cents per kWh for oil and less than 1 cent per kWh for coal. Government taxes and subsidies typically reduce this cost disparity slightly, but not enough to make solar energy viable for most people.

Fortunately, this will soon change. Photovoltaic solar cells are typically made of silicon: the same material in computer chips. Engineers cannot shrink the solar panels in the same way that they can shrink transistors, because solar panels need to have a large surface area to absorb as much sunlight as possible. However, they can make the panels themselves more efficient and shrink the thickness of the panels. As a result, solar energy appears to be on a Moore’s Law-like trajectory of its own. Approximately every 18 months, the total solar capacity doubles and the cost falls by 20%. Up until now, this hasn’t been noticeable because it is such a small portion of our overall energy supply. Doubling a small number is still a small number.

However, if this trend continues, solar energy will be able to supply virtually 100% of the earth’s energy needs by 2035. Some observers are even more optimistic, predicting that solar energy will cost about the same as carbon-based energy by 2015. They theorize that after 2015, the capacity of solar energy could increase much more quickly, as consumer demand for solar energy makes it very lucrative and the industry explodes. Other observers are more skeptical; some question whether solar energy is really on Moore’s Law-like pattern of exponential growth at all, suggesting that this recent trend could be caused by other factors.

I think it’s quite clear that solar power will continue to grow at an exponential rate, since manufacturing solar panels requires many of the same techniques that drive the reduction in cost of computer chips. But I wouldn’t count on the industry suddenly exploding in popularity as soon as solar energy becomes slightly cheaper than oil and coal. It’s important to remember that solar energy is not a commodity like oil that can be traded globally. The costs will be much lower in deserts and other sunny areas. By the end of this decade, we may see the American Southwest and Southern Europe starting to switch to solar power, while other regions lag behind, using oil and coal for much longer.

Moving away from fossil fuels will be the single most important step we can take to stop making climate change worse (although much of the damage will already be done, and will continue to accumulate for decades after the switch). An international economy that was not reliant on oil would be much more stable for global security. Many of the biggest potential threats to international stability come from oil-rich regimes, where money from oil exports often funds extremist groups or large militaries that destabilize the region. Furthermore, solar energy prices would be much more predictable than oil. Unlike oil, there would be no maximum amount of energy available; new solar panels could always be added and older panels could be improved, ensuring that the price continued to drop. They would drop at a roughly consistent rate, rather than fluctuating wildly from one year to the next as oil does. Eventually, the energy cost in nearly all products will be virtually eliminated, as solar energy becomes cheaper and cheaper.

Most people look back over recent history and find it difficult to imagine that energy prices will ever go down - just look at gas prices today compared to a decade ago! But in reality, the past decade is an exception, caused by the rapid development of China and India just as we reached peak oil production. In the long term, the broad trend has been for energy costs to decline. Solar energy will ensure that that trend continues for decades to come.

PREDICTIONS:
By 2025 – In the United States, solar energy is cheaper than oil on average, on a per kilowatt-hour basis.
By 2035 – The global oil trade is less than 25% the size that it is in 2010 (approximately $2.1 trillion), adjusted for inflation.

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, September 13, 2010

Moore's Law and Ubiquitous Computing

The amount of computing power in a single iPhone is greater than the amount of computing power in the supercomputer that controlled the Apollo 11 mission to the moon. It is also greater than the total amount of computing power used by all the militaries of all the nations in World War II. It is no exaggeration to say that a single iPhone dropped into 1940 could have dramatically altered the outcome of the war.

The co-founder of Intel, Gordon Moore, made a stunningly accurate prediction in 1965. He noted that the number of transistors per integrated circuit had been doubling every year, and expected that trend to continue for at least ten more years. Moore’s Law, as it is now known, is still going strong 45 years later. This exponential acceleration of computer hardware has proven so consistent that we have grown to expect it. Moore’s Law has continued unhindered through booms and busts, war and peace. Approximately every 12-18 months, the amount of computing power that a person can buy for any given amount of money doubles. This has been accomplished by making transistors smaller and smaller, to fit more of them on a single integrated circuit. Just as Gordon Moore predicted way back in 1965, we can safely expect this trend to continue for yet another ten years.

But after about 2019, we will hit a wall. This is because by that time, our transistors will be so small that they will be just a few molecules across, and quantum effects will make it impossible to effectively shrink them any further. Fortunately, computer engineers have already found a way to keep our computing power accelerating beyond that. At the present time, most computer chips are flat, but there is no reason they have to be. After we can’t cram any more transistors onto an integrated circuit, we will still be able to expand our computer chips outward into the third dimension. However, this will introduce another problem. Three-dimensional chips will produce far more heat than flat chips do. If computer engineers cram too many tiny transistors on top of one another, they could fry the computer chips. Although there are some clever solutions in the works to address this problem, there are many skeptics, including Gordon Moore himself. While we can expect the raw power of computer chips to continue to increase beyond 2019 as they expand outward, it remains to be seen if we will still be able to double the power every 12-18 months in accordance with Moore’s Law.

With our computing power doubling every 12-18 months for at least the next decade, we can expect the computers of 2020 to be 100 to 1,000 times more powerful than equally-priced computers today, just as today’s computers are about 1,000 times more powerful than computers of ten years ago. This will profoundly transform the world. A thousandfold increase in computing power means far more than search engines that run a thousand times faster. It opens up a wide array of new applications that no one would have even attempted before.

The Information Age can be roughly divided into three epochs: mainframe computing, personal computing, and ubiquitous computing. The era of mainframe computing lasted from roughly 1946 to 1977. This era was dominated by enormous computers staffed by many people. The era of personal computing was the second epoch, lasting from roughly 1977 until the present. In this era, individuals were finally able to afford their own computers. We are now entering the third epoch: the era of ubiquitous computing. In this epoch, there will be many computers for each person. In addition to our PCs, many of us already have smartphones, portable music players, and e-readers. Computers will soon be woven into the fabric of our world so much that we will rarely even notice them. Virtually every machine, every wall, and every article of clothing will contain computers.

Although this constant connectedness will certainly have a negative impact on our privacy, it also has many benefits. Computers that constantly monitor our health will be able to automatically alert 911 whenever we are having an emergency, possibly before we are even aware of it ourselves. Ubiquitous computing will finally enable driverless cars, which offer the potential of saving thousands of lives per year, reducing traffic and pollution, and reducing the need to personally own a car. If we would like to have a change of scenery, we will be able to have interactive displays on our walls that could cycle through a preselected assortment of posters to display. It will enable truly smart homes, in which all appliances are connected to one another and to the internet, and can alert you when it is time to repair or replace them. Just as we have come to expect any building we enter to have electricity and plumbing, we will soon expect any building we enter to have internet access and to be connected to the outside world via computers woven unnoticeably into the walls, ceilings, and floorboards.

The exponential growth of computer hardware associated with Moore’s Law has been the single most important driving force in technology for the last half-century, and it still has at least another decade to go. As computers continue to become more and more powerful, things that seemed virtually impossible just a decade ago are beginning to look mundane. It begs the question: What seems virtually impossible today that will look mundane in 2020?

PREDICTIONS:

By 2015 – Effective smartphone applications exist which can turn lights on and off, and start or stop home appliances.

By 2016 - Personal health monitors, which are ingested or worn, can automatically call 911 whenever a person's vital signs indicate an emergency.

By 2017 – The average American carries at least ten computing devices on (or inside) his or her person.

By 2018 – Smart walls are becoming popular, which can display any image the user wants at any given moment, or can cycle through a series of posters.

By 2022 – Silicon computer chips are no longer flat. They are now three-dimensional because it is impossible to shrink transistors any further.

Thursday, May 20, 2010

Climate Change Solutions and Non-Solutions

The climate change debate in the United States seems to perpetually focus on the wrong questions. Some deny that climate change even exists, while others claim climate change may reach a “tipping point” which would permanently cause a drastic shift in the earth’s climate. The economic aspects of the debate are usually drowned out entirely, but they are important to consider when formulating public policy. How much will it cost to fight climate change? Will our efforts to combat climate change actually be effective? And would it be better to simply wait a few years for better technology?

Climate change is, of course, a real danger to our planet, but our ability to reduce our impact at the present time is very limited. First, there is the economic problem. Even if the developed world unilaterally limited its carbon emissions, the developing world almost certainly would not follow suit, thus negating any carbon reductions in the West. From the perspective of developing nations, the economic imperatives of developing as quickly as possible simply outweigh the environmental risks of global warming. China and India have successfully lifted hundreds of millions of people out of poverty through economic development; it is highly unlikely that they will be willing to acquiesce to Western demands to limit their carbon emissions (and thus limit their economic growth). With such a strong economic incentive to continue polluting, finding the political will to limit emissions will be almost impossible for these nations.

Second, there is the technological problem. Carbon dioxide stays in the atmosphere for 70 years. If the entire world suddenly reverted to the amount of carbon emissions they produced in 1990, the net impact on our climate would be almost negligible by the end of the 21st century. Programs like cap-and-trade are doomed to failure, due to both the political difficulty of implementing them and their lack of effectiveness at actually halting climate change. Therefore, any feasible solution must come from technology, not politics.

We need not accept the punishment Mother Nature will dole out for our meddling with the environment. On the contrary, I am optimistic about technological solutions on the horizon. Solar energy is following a Moore’s Law-like trajectory, with the cost falling by half every 2-3 years. Within 10 to 15 years, solar energy will be cheaper than oil. Switching from fossil fuels to clean energy will be the single biggest way to end our carbon pollution.

Additionally, many geoengineering solutions have been proposed to scrub the existing carbon dioxide from the atmosphere. One of the most feasible ideas is called iron fertilization, in which we would seed the oceans with small flakes of iron to encourage plankton to grow, which would in turn “eat” carbon dioxide. Geoengineering solutions like this could be implemented today, and are very cheap. However, they carry environmental dangers of their own, and it remains to be seen if the good would outweigh the bad. Environmental scientists are studying the side effects of these solutions, and it should be clearer within a few years if the consequences of these solutions will be acceptable.

In the very near future, it is likely that we will have some cost-effective, feasible solutions for effectively limiting our carbon pollution, without the economic downsides of cap-and-trade or international treaties. However, they are not available quite yet, and we should not pretend that they are by wasting money on anti-global warming initiatives instead of spending the money on something that can actually help the world today. While I realize this suggestion does not fulfill our emotional need to pretend that we are doing something to solve the problem, doing nothing is the only rational course of action...for now.