TechSector

Carbonara

Observers have been waiting for carbon nanotubes, buckyballs, and graphene to transform the world for quite some time, and the wait has been longer than they expected.  Enthusiasts for this new miracle material had all but vanished.  Is this warranted?  Where does the state of innovation in various forms of carbon, that could yield ultra-strong, ultra-light materials and superfast computing really stand? 

CNET had an article just last month about the multiple disruptions that the various allotopes of carbon are about to make.  That is quite exciting, except that CNET also had a similar article in 2003.  Similarly, Ray Kurzweil extolled carbon nanotubes as a successor to silicon quite heavily in 1999, but not quite as much now, even though that supposed transition would be much closer to the present.  This does not mean that Kurzweil's estimation was in error, but rather that the technology was unexpectedly stagnant during the early 2000s.  So let us examine why there was such an interruption, and whether progress has since resumed.   

I wrote in 2009 about how we had undergone a multi-year nanotech winter, and how we were emerging from it in 2009.  As anticipated, carbon nanotubes are now finally lowering in price, and being produced at a scale that could start making an impact.  Sure enough, activity began to stir right as I predicted, and the 2010 Nobel Prize in physics has been awarded to research in graphene.  Just like CNETs article, Wired also has an article about the diverse applications that graphene could revolutionize.  Combining the two articles, we can summarize the core possibilities of carbon allotopes as follows :

Ultra-dense computing and storage : Graphene transistors smaller than 1 nanometer have been demonstrated.  Carbon allotopes could keep the exponential doubling of both computing and storage capacity going well into the 2030s. 

Carbon Fiber Vehicles : This lightweight, ultrastrong material can save vast amounts of fuel by reducing the weight of cars and aeroplanes.  While premium products such as the $6000 Trek Madone bicycles are already made from carbon fiber, greater volume is reducing prices and will soon make the average car much ligher than it is today, increasing fuel efficiency and reducing traffic fatalities. 

Energy Storage : Natural Gas is not only much cheaper than oil per unit of energy (oil would have to drop to about $30 to match current NG prices), but the supply of NG is more evenly distributed across the world than the oil supply.  The US alone has an enormous reserve of natural gas that could ensure total energy independence.  The main problem with NG is storage, which is the primary reason oil displacement is not happening rapidly.  But microporous carbon can effectively act as a sponge for natural gas, enabling safe and easy transport.  This could potentially change the entire energy map.

There are other applications beyond these core three, but suffice it to say, the allotopes of carbon can perform a greater variety of functions than any other material available to us today.  Watch for indications of carbon allotopes popping up in the strangest of places, and know that each emergence drives the cost down ever lower. 

Related :

Nanotechnology : Bubble, Bust,.....Boom?

Milli, Micro, Nano, Pico

The Techno-Sponge

After years of thinking about this, I have come up with a term that can describe the thoughts I have had about the new, 'good' type of deflation that is evading the notice of almost all of the top economists in the world today.  This changes many of the most fundamental assumptions about economics, even as most economic thought is far behind the curve. 

First, let us review some events that transpired over the last 2 years.  To stave off the prospect of a deflationary spiral that could lead to a depression, the major governments of the world followed 20th-century textbook economics, and injected colossal amounts of liquidity into the financial system.  In the US, not only was the Fed Funds rate lowered to nearly zero (for now 18 months and counting), but an additional $1 Trillion was injected in. 

However, now that a depression has been averted, and the recession has ended, we were supposed to experience inflation even amidst high unemployment, just like we did in the 1970s, to minimize debt burdens.  But alas, there is still no inflation, despite a yield curve with more than 3% steepness, and a near-0% FF rate for so long.  How could this be?  What is absorbing all the liquidity?   

In The Impact of Computing, I discussed how 1.5% of World GDP today comprises of products where the same functionality can be purchased for a price that halves every 18 months.  'Moore's Law' applies to semiconductors, but storage, software, and some biotech are also on a similar exponential curve.  This force makes productivity gains higher, and inflation lower, than traditional 20th century economics would anticipate.  Furthermore, the second derivative is also increasing - the rate of productivity gains itself is accelerating.  1.5% of World GDP may be small, but what about when this percentage grows to 3% of World GDP?  5%?  We may only be a decade away from this, and the impact of this technological deflation will be more obvious. 

Most high-tech companies have a business model that incorporates a sort of 'bizarro force' that is completely the opposite of what old-economy companies operate under : The price of the products sold by a high-tech company decreases over time.  Any other company will manage inventory, pricing, and forecasts under an assumption of inflationary price increases, but a technology company exists under the reality that all inventory depreciates very quickly (at over 10% per quarter in many cases), and that price drops will shrink revenues unless unit sales rise enough to offset it (and assuming that enough unit inventory was even produced).  This results in the constant pressure to create new and improved products every few months just to occupy prime price points, without which revenues would plunge within just a year.  Yet, high-tech companies have built hugely profitable businesses around these peculiar challenges, and at least 8 such US companies have market capitalizations over $100 Billion.  6 of those 8 are headquartered in Silicon Valley. 

Now, here is the point to ponder : We have never had a significant technology sector while also facing the fears (warranted or otherwise) of high inflation.  When high inflation vanished in 1982, the technology sector was too tiny to be considered a significant contributor to macroeconomic statistics.  In an environment of high inflation combined with a large technology industry, however, major consumer retail pricepoints, such as $99.99 or $199.99, become more affordable.  The same also applies to enterprise-class customers.  Thus, demand creeps upwards even as cost to produce the products goes down on the same Impact of Computing curve.  This allows a technology company the ability to postpone price drops and expand margins, or to sell more volume at the same nominal dollar price.  Hence, higher inflation causes the revenues and/or margins of technology companies to rise, which means their earnings-per-share certainly surges.

So what we are seeing is the gigantic amount of liquidity created by the Federal Reserve is instead cycling through technology companies and increasing their earnings.  The products they sell, in turn, increase productivity and promptly push inflation back down.  Every uptick in inflation merely guarantees its own pushback, and the 1.5% of GDP that mops up all the liquidity and creates this form of 'good' deflation can be termed as the 'Techno-Sponge'.  So how much liquidity can the Techno-Sponge absorb before saturation? 

At this point, if the US prints another $1 Trillion, that will still merely halt deflation, and there will be no hint of inflation at all.  It would take a full $2 Trillion to saturate the techno-sponge, and temporarily push consumer inflation to even the less-than-terrifying level of 4% while also generating substantial jumps in productivity and tech company earnings.  In fact, the demographics of the US, with baby boomers reaching their geriatric years, are highly deflationary (and this is the bad type of deflation), so the US would have to print another $1 Trillion every year for the next 10 years just to offset demographic deflation, and keep the techno-sponge saturated. 

A techno-sponge that is 1.5% of GDP might be keeping CPI inflation at under 2%, but when the techno-sponge is 3% of GDP, even trillions of dollars of liquidity won't halt deflation.  Deflation may become normal, even as living standards and productivity rise at ever-increasing rates.  The people who will suffer are holders of debt, particularly mortgage debt.  Inflating away debt will no longer be a tool available to rescue people (and governments) from their errors.  The biggest beneficiaries will be technology companies, and those who are tied to them. 

But to keep prosperity rising, productivity has to rise at the maximum possible rate.  This requires the Techno-Sponge to be kept full at all times - the 'new normal'.  Thus, the printing press has to start on the first $1 Trillion now, and printing has to continue until we see inflation.  Economists will be surprised at how much can be printed without seeing any inflation, and will not be able to draw the connection about why the printed money is boosting productivity. 

Related :

The Impact of Computing

Timing the Singularity

The Carnival of Creative Destruction

Words like 'disruption' and 'destruction' usually have negative meanings, and one may strain to find any good ways in which to use the terms.  But today, the accelerating rate of change ensures that more technologies alter more aspects of life at an ever-quickening rate.  A little-understood dimension of this is the concept of Joseph Schumpeter's 'Creative Destruction', where the process of technological change topples existing norms, often quite rapidly. 

Technological diffusion was in a lull in 2008, as I pointed out at the time.  But now, in 2010, I am happy to report that the recess has passed, and that the accelerating rate of change is rising back to the long-term exponential trendline (although it may not be fully back at the trendline until 2013, when people who have not been paying attention will be wondering why they were taken by surprise).  The Impact of Computing continues to progress, infusing itself into a wider and wider swath of our lives, and speeding up the rate of change in complacently stagnant industries that never thought technology could affect them.  Silicon Valley continues to be 'ground zero' for creative destruction, and complacent industries thousands of miles away could be toppled by someone working from their bedroom in Silicon Valley. 

Just a few of the examples of creative destruction that is presently in process have been covered by prior articles here at Techsector.  These, along with others, are :

1) Video Conferencing is poised to disrupt not just airline and hotel industry revenues (which stand to lose tens of billions of dollars per year of business travel revenue), but the real-estate, medical, and aeronautical industries as well.  Corporations will see substantial productivity gains from successful adoption of videoconferencing as a substitute for 50% or more of their travel expenses.  Major mergers and acquisitions have happened in this sector in the last few months, and imminent price reductions will open the floodgates of diffusion.  Skype provides a form of video telephony that is free of cost.  This is described in detail in my August 2008 article on the subject, as well as in my earlier October 2006 introductory article. 

2) Surface Computing, which I wrote about in July of 2008, has begun to emerge in a myriad of forms, from the handheld Apple iPad to the upcoming consumer version of the table-sized Microsoft Surface.  This not only transforms human-computer interaction for the first time in decades, but the Apple 'Apps' ecosystem alters the utility of the Internet as well.  All sizes between the blackboard and the iPad will soon be available, and by 2015, personal computing, and the Internet, will be quite different than they are today, with surfaces of varying sizes abundant in many homes. 

3) The complete and total transformation of video games into the dominant form of home entertainment will be visible by 2012 through a combination of technologies such as realistic graphics, motion-responsive controllers, 3-D televisions, voice recognition, etc.  The biggest casualty of this disruption will be television programming, which will struggle to retain viewers.  Beyond this, the way in which humans process sensations of pleasure, excitement, and entertainment will irrevocably change.  Thus, the way humans relate to each other will also change.  I have written about this in April 2006, with a follow-up in July 2009. 

4) The book-publishing industry has been stubbornly resistant to technology, as evidenced by their insistence as late as 2003 that manuscript queries be submitted by postal mail, and that a self-addressed stamped envelope be enclosed in which a reply can be sent.  A completed manuscript would take a full 12 months to be printed and distributed, and the editors didn't even find this to be odd.  Fortunately, two simultaneous disruptions are toppling this obsolete and unproductive industry from both ends.  Print-on-demand services that greatly shorten the self-publishing process and entry-cost, such as iUniverse and Blurb, are now flexible and easy, while finished books can further avoid the paper-binding process altogether and be available to millions in e-book format for the Kindle and other e-readers.  When e-readers are eventually available for only $100, bookstores that sell paper books will be relegated to surviving mostly on gifts, coffee table books, and cafe revenues.  This is a disruption that is happening quickly due to it being so overdue in the first place, resulting in a speedy 'catchup'.  I wrote about this in more detail in December of 2009.

5) The automobile is undergoing multiple major transformations at once.  Strong, light nanomaterials are entering the bodies of cars to increase fuel efficiency, engines are migrating to hybrid and electrical forms, sub-$5000 cars in India and China will lead to innovations that percolate up to lower the cost of traditional Western models, and the computational power engineered into the average car today leads to major feature jumps relative to models from just 5 years ago.  The $25,000 car of 2020 will be superior to the $50,000 car of 2005 is every measurable way. 

By 2016, consumer behavior will change to a mode where people consider it normal to 'upgrade' their perfectly functioning 6-year-old cars to get a newer model with better electronic features.  This may seem odd, but people did not tend to replace fully functional television sets before they failed until the 2003 thin-TV disruption.  The Impact of Computing pulls ever-more products into a rapid trajectory of improvement. 

By 2018, self-driving cars will be readily available to the average US consumer, and will constitute a significant fraction of cars on the highway.  This will revise existing assumptions about highway speeds and acceptable commute distances, and will further impede the real estate prices of expensive areas. 

6) The Mobile Internet revolution, which I wrote about in October of 2009, is already transforming the way consumers in developed markets access the Internet.  The bigger disruption is the entry of 1 billion new Internet users from emerging economies.  While many of these people have relatively little education compared to Western Internet users, as the West shrinks as a fraction of total Internet mindshare, many Western cultural quirks that are seen as normal (such as institutionalized misandry sustained by an ever-expanding state) might be seen for the aberrations that they are.  Thomas Friedman's concept of the world being 'flat' has not even begun to fully manifest. 

7) The energy sector is in the midst of multiple disruptions, which will introduce competition between sectors that were previously unrelated.  Electrical vehicles displace oil consumption with electricity, even while the electricity itself starts to be generated through nuclear, solar, and wind.  The electrical economy will be further transformed by revolutions in lighting and batteries.  Cellulostic ethanol will arrive in 2012, and further replace billions of gallons of gasoline.  I wrote in October 2007 why I want oil to surpass $120/barrel and stay there (it subsequently was above that level for a mere 6-week period in 2008).  This leads to why I claim that 'Peak Oil', far from being fatal for civilization, will actually be a topic few people even mention in 2020.  The creative destruction in energy will extend to the geopolitical landscape, where we will see many petrotyrannies much weaker in 2020 than they are today. 

8) Despite the efforts of Democrats to create a system unfavorable to advancement in healthcare and biotechnology, innovation continues on several fronts (partly due to Asian nations compensating for US shortfalls).  One disruption is robotic surgery, where incisions can be narrow instead of the customary practice of making incisions large enough for the surgeon's hands, which in turn often necessitates sawing open the sternum, pelvis, etc.  Intuitive Surgical is a company that already has a market cap of $14 Billion. 

The biggest disruption, however, is that the globalization of technology is enabling medical tourism.  In the US, about twice as much is spent on healthcare as in other OECD countries.  If manufacturing and software work can be offshored, so can many aspects of healthcare, which is much more expensive than manufacturing or software engineering ever became in the US.  This will correct inflated salaries in the healthcare sector, return the savings to consumers, and force innovations and systemic improvements in all OECD countries. 

9) By all accounts, the cost of genome sequencing has plunged by a factor of 10,000 in just the last 4 years (it is less clear how this was accomplished, and whether the next 4 years will see a comparable drop).  I tend to be skeptical about such eye-popping numbers, because if something became so much cheaper so quickly, yet it still didn't sweep over the world, then maybe it was not so valuable after all. 

But it is also possible that while the raw data is now available cheaply, there is not yet enough of a community that instructs people how to use their data.  As more people sequence their genomes, networks of common genetic patterns will form, and health information will be shared.  Medicine will take on a Web 2.0 flavor, and physicians that realize they need to practice medicine as an information technology will thrive, while those who still adhere to the paternalistic paradigm will be left behind.  The standard medical diagnosis will be for a user to ask questions to others with the same genotype, and receive answers from multiple laypeople, and then, if necessary, take the information to a genome-savvy doctor.  The Economist has a special report on the implications of inexpensive genome sequencing. 

10) Social media such as Facebook, Twitter, etc. are mostly inundated with the trivialities of young people, or of older people who never matured, who think they have an audience far larger than it is.  However, these mediums have been used to horizontally organize interest groups and movements for political change that know no distance barriers or boundaries. 

Blogs have shattered the hold that traditional media had on the release of information and opinions, and the revenues of newspapers, magazines, and network television have tumbled.  The Tea Party movement in the US was started by a very small number of people, but has surged with a momentum that has reshaped the American landscape in just one year, and, irony of ironies, the Tea Party is spreading to overtaxed Britain.  The next Iranian revolution will not only use Twitter and YouTube, but will have millions of collaborators outside of Iran, operating out of their own homes. 

11) The financial services industry currently charges $100 Billion in fees for the $3.3 Trillion in annual credit/debit card transactions that take place in the US alone.  This was the cover story of Wired Magazine for March 2010, and was a structure established in an era when computing power needed to process transactions was expensive.  Today, several startups are seeking to change the way money is transacted to eliminate this cut that incumbent companies take.  Major financial services companies will see shrinkages in revenue, and will have to innovate and create new value-added services, or accept a diminishment. 

Aside from this effectively being a sizable 'tax cut' for the economy, this is particularly valuable as a complement to mobile Internet penetration in poorer regions, as the capacity to conduct web micro-transactions without fees will be an essential element of human development.  The highly successful concept of micro-finance will be augmented when transaction fees that consumed a high percentage of these sub-$10 transactions are minimized. 

12) 3-D Printing will soon be accessible to small businesses and households.  This transforms everything from commodity consumer goods to the construction of buildings.  An individual could download a design and print it at home, rather than be restricted to only those products that can be mass produced.  It is quite possible that by 2025, construction of basic structures takes less than one-tenth the time that it does today, which, of course, will deflate the value of all existing buildings in the world at that time. 

So we see there are at least 12 ways in which our daily lives will shift considerably in just the next few years.  The typical process of creative destruction results in X wealth being destroyed, and 2X wealth being created instead, but by different people.  For each of the 12 disruptions listed, 'X' might be as much a $1 Trillion.  As a result, the US economy might be mired in a long-term situation where vanishing industries force many laid off workers to start in new industries at the entry level, for half of their previous compensation, even as new fortunes created by the new industries cause net wealth increases.  The US could see a continuation of high unemployment combined with high productivity gains and corporate earnings growth for several years to come.  This would be the 'new normal'. 

Income diversification is the golden rule of the early 21st century.  Those that fail to create and maintain multiple streams of income are imperiling themselves.  The hottest career one can embark on, which will never be obsolete, is that of the serial entrepreneur. 

The Publishing Disruption

What a unique thing a book is.  Made from a tree, it has a hundred or more flexible pages that contain written text, enabling the book to contain a large sum of information in a very small volume.  Before paper, clay tablets, sheepskin parchment, and papyrus were all used to store information with far less efficiency.  Paper itself was once so rare and valuable that the Emperor of China had guards stationed around his paper posessions. 

Before the invention of the printing press, books were written by hand, and few outside of monastaries knew how to read.  There were only a few thousand books in all of Europe in the 14th century.  Charlemagne himself took great effort to learn how to read, but never managed to learn how to write, which still put him ahead of most kings of the time, who were generally illiterate. 

But with the invention of the printing press by Johannes Gutenberg in the mid-15th century, it became possible to make multiple copies of the same book, and before long, the number of books in Europe increased from thousands to millions. 

Fast forward to the early 21st century, and books are still printed by the millions.  Longtime readers of Techsector know that I initially had written a book (2001-02), and sought to have it published the old-fashioned way.  However, the publishing industry, and literary agents, were astonishingly low-tech.  They did not use email, and required queries to be submitted via regular mail, with a self-addressed, stamped envelope included.  So I had to pay postage in both directions, and wait several days for a round trip to hear their response.  And this was just the literary agents.  The actual publishing house, if they decide to accept your book, would still take 12 months to produce and distribute the book even after the manuscript was complete.  Even then, royalties would be 10-15% of the retail price.  This prospect did not seem compelling to me, and I chose to parse my book into this blog you see before you. 

The refusal by the publishing industry to use email and other productivity-enhancing technologies as recently as 2003 kept their wages low.  Editors always moaned that they worked 60 hours a week just to make $50,000 a year, the same as they made in 1970.  My answer to them is that they have no basis to expect wage increases without increasing their productivity through technology. 

In the meantime, self-publishing technologies emerged to bypass the traditional publishers' role as arbitrers of what can become a book and what cannot.  From Lulu to iUniverse to BookSmart, any individual can produce a book, with copies that can be printed on demand.  Instances where an individual is seeking to go it alone without being saddled with a huge upfront inventory production and storage burden, or is otherwise marketing to only a tiny audience, have flourished.  But print-on-demand is not the true disruption - that was yet to come. 

The Amazon Kindle launched in late 2007 at the high price of $400.  Within 2 years, a substantially more advanced Kindle 2 was available for a much lower price of $260, alongside competing readers from several other companies.  Many people feel that the appeal of holding a physical book in our hands cannot be replaced by a display screen, and take a cavalier attitude towards dismissing e-readers.  The tune changes upon learning that the price of a book on an e-reader is just a third of what the paper form at a brick-and-mortar bookstore, with sales tax, would cost.  Market research firm iSuppli estimates that 5 million readers have been sold in 2009, and another 12 million will sell in 2010.  Amazon estimates that over one-third of its book sales are now through the kindle, greatly displacing sales of paper books. 

Imagine what happens when the Kindle and other e-readers cost only $100.  Brick and mortar bookstores will consolidate to fewer premises, extract profits mainly from picture-heavy books and magazines, and step up their positioning as literary coffeehouses.  Many employees and affiliates of the publishing industry will see their functions eliminated as part of the productivity gains.  College students forced to pay $100 for a textbook produced in small quantities will now pay only $20 for an e-reader version.  But even this is not the ultimate endgame of disruption. 

Intel now has a reader for the visually impaired that scans text from paper books, and reads them in an acceptable audio voice.  It is reported that with practice, an audio rate of 250 words per minute can be coherent.  While the reader costs $1500, and requires a user to turn pages manually, it is a matter of time before not only the reader's price drops, and more and more books are available as text files similar to those contained in e-readers like the Kindle.  There are already books available as free downloads of text files under the ironically named Project Gutenberg. 

Therein lies the crescendo of disruption.  The Intel Reader is a $1500 device for the visually impaired, but will soon evolve into a technology that interfaces with Kindle-type e-readers and chatters off e-books at 250 words/minute, from the full e-book library that is vastly larger than any traditional collection of audiobooks.  A 90,000-word novel could be recited in just 6 hours, enabling a user to imbibe the whole book during a single coast-to-coast flight, even if the lights are dimmed.  People could further choose to preserve their vision at home, devouring book after book with the lights out.  As the technology advances further, the speech technology will allow the user to select a voice of his choosing to be read to in, perhaps even his own voice. 

Thus, without many people even noticing the murmurs, we can predict that the next 3 years will see the biggest transformation in book production and consumption since the days of Johannes Gutenberg.  That is a true demonstration of both the Accelerating Rate of Change and The Impact of Computing.   

A SmartGrid Primer

The SmartGrid is the third major area of growth for the networking industry in the next decade, the other two being the previously discussed Telepresence and Mobile Internet subsectors.  Like the other two sectors, the SmartGrid will disrupt many existing industries and infrastructures that have been undisturbed for several decades. 

Most of the world operates on an analog power grid built in the 19th and 20th centuries.  In the early 21st century, the advances in information technology can enable a comprehensive revamp of the existing electrical infrastructure.  A slew of products are about to be released and deployed into the market that can increase electricity supply by 20% or more, match revenue and costs more closely, reduce capital expenditures on generators and transmission lines/poles, and manage the demand differences between mid-day and night. 

Factors that will greatly change the daily cycle of electricity demand are solar power being sent into the grid during the daytime, while millions of expected plug-in hybrid and fully-electric vehicles will be withdrawing power overnight.  The two key areas of growth are smart meter installation, and tranmission infrastructure upgrades. 

A few fast facts :

1) $20B in government injections will be devoted to SmartGrid upgrades from 2009-2014, including over $4.5B in the US.

2) A full upgrade will cost $200-$300 per endpoint. 

3) Companies that stand to benefit over the next 5 years include ESCO Technologies (ESCO), Itron (ITRI), Comverge (COMV), Silver Springs Networks, and eMeter. 

4) All backbone networking technologies like Powerline, WiMax, and fiber optics will benefit from the large amount of two-way data between the home and the utility. 

The arrival of the technology to form an entire SmartGrid ecosystem is timely for emerging countries, most notably India and China, in which many villages were not wired for electricity at all (40% of India's population still does not have electricity).  They can leapfrog directly to the SmartGrid, even for people receiving electricity for the first time. 

Of course, the old electrical grid will now be infused with devices governed by the Impact of Computing, which means that a household smart meters and control monitors will drop in cost annually, and necessitate upgrades every few years.  Count this as one or more computing nodes entering into the average home. 

Businessweek has a comprehensive article on the SmartGrid, with a slideshow of technologies. 

The Next Big Thing in Entertainment : A Half-Time Update

On April 1, 2006, I wrote a detailed article on the revolutionary changes that were to occur in the concept of home entertainment by 2012 (see Part I and Part II of the article).  Now, in 2009, half of the time within the six-year span between the original article and the prediction has elapsed.  Of course, given the exponential nature of progress, much more happens within the second half of any prediction horizon relative to the first half. 

The prediction issued in 2006 was:

Video Gaming (which will no longer be called this) will become a form of entertainment so widely and deeply partaken in that it will reduce the time spent on watching network television to half of what it is (in 2006), by 2012.

The basis of the prediction was detailed in various points from the original article, which in combination would lead to the outcome of the prediction.  The progress as of 2009 around these points is as follows :

1) Video game graphics continue to improve : Note the progress of graphics at 10-year intervals starting from 1976.  Projecting the same trend, 2012 will feature many games with graphics that rival that of CGI films, which itself can be charted by comparing Pixar's 'Toy Story' from 1995 to 'Up' from 2009.  See this demonstration from the 2009 game 'Heavy Rain', which arguably exceeds the graphical quality of many CGI films from the 1990s.   

The number of polygons per square inch on the screen is a technology that is closely tied to The Impact of Computing, and can only rise steadily.  The 'uncanny valley' is a hurdle that designers and animators will take a couple of years to overcome, but overcoming this barrier is inevitable as well. 

2) Flat-screen HDTVs reach commodity prices : This has already happened, and prices will continue to drop so that by 2012, 50-inch sets with high resolution will be under $1000.  A thin television is important, as it clears the room to allow more space for the movement of the player.  A large size and high resolution are equally important, in order to create an immersive visual experience. 

We are rapidly trending towards LED and Organic LED (OLED) technologies that will enable TVs to be less than one centimeter thick, with ultra-high resolution. 

3) Speech and motion recognition as control technologies : When the original article was written on April 1, 2006, the Nintendo Wii was not yet available in the market.  But as of June 2009, 50 million units of the Wii have sold, and many of these customers did not own any game console prior to the Wii. 

The traditional handheld controllers are very limited in this regard, despite being used by hundreds of millions of users for three decades.  If the interaction that a user can have with a game is more natural, the game becomes more immersive to the human senses.  See this demonstration from Microsoft for their 'Project Natal' interface technology, due for release in 2010. 

Furthermore, haptic technologies have made great strides, as seen in the demonstration videos over here.  Needless to say, the possibilities are vast. 

4) More people are migrating away from television, and towards games :  Television viewership is plummeting, particularly among the under-50 audience, as projected in the original 2006 article.  Fewer and fewer television programs of any quality are being produced, as creative talent continues to leak out of television network studios.  At the same time, World of Warcraft has 11 million subscribers, and as previously mentioned, the Wii has 50 million units in circulation. 

There are only so many hours of leisure available in a day, and Internet surfing, movies, and video games are all more compelling than the ever-declining quality of television offerings.  Children have already moved away from television, and the trend will creep up the age scale.

5) Some people can earn money through games : There are an increasing number of ways where avid players can earn real money from activities within a Game.  From trading of items to selling of characters, this market is estimated at over $1 billion in 2008, and is growing. Highly skilled players already earn thousands of dollars per year this way, and with more participants joining through more advanced VR experiences described above, this will attract a group of people who are able to earn a full-time living through these VR worlds.  This will become a viable form of entrepreneurship, just like eBay and Google Ads support entrepreneurial ecosystems today. 

Taking all 5 of these points in combination, the original 2006 prediction appears to be on track.  By 2012, hours spent on television will be half of what they were in 2006, with sports and major live events being the only forms of programming that retain their audience. 

Overall, the prediction seems to be well on track.  Disruptive technologies are in the pipeline, and there is plenty of time for each of these technologies to combine into unprecedented new applications.  Let us see what the second half of the time interval, between now and 2012, delivers. 

The Impact of Computing, 78% More Each Year

Anyone who follows technology is familar with Moore's Law and its many variations, and has come to expect the price of computing power to halve every 18 months.  But many people don't see the true long-term impact of this beyond the need to upgrade their computer every three or four years.  To not internalize this more deeply is to miss investment opportunities, grossly mispredict the future, and be utterly unprepared for massive, sweeping changes to human society.  Hence, it is time to update the first version of this all-important article that was written on February 21, 2006.

Today, we will introduce another layer to the concept of Moore's Law-type exponential improvement. Consider that on top of the 18-month doubling times of both computational power and storage capacity (an annual improvement rate of 59%), both of these industries have grown by an average of approximately 12% a year for the last fifty years. Individual years have ranged between +30% and -12%, but let us say that the trend growth of both industries is 12% a year for the next couple of decades.

So, we can conclude that a dollar gets 59% more power each year, and 12% more dollars are absorbed by such exponentially growing technology each year. If we combine the two growth rates to estimate the rate of technology diffusion simultaneously with exponential improvement, we get (1.59)(1.12) = 1.78

The Impact of Computing grows at a scorching pace of 78% a year.

Sure, this is a very imperfect method of measuring technology diffusion, but many visible examples of this surging wave present themselves.  Consider the most popular television shows of the 1970s, where the characters had all the household furnishings and electrical appliances that are common today, except for anything with computational capacity. Yet, economic growth has averaged 3.5% a year since that time, nearly doubling the standard of living in the United States since 1970. It is obvious what has changed during this period, to induce the economic gains.

We can take the concept even closer to the present.  Among 1990s sitcoms, how many plot devices would no longer exist in the age of cellphones and Google Maps?  Consider the episode of Seinfeld entirely devoted to the characters not being able to find their car, or each other, in a parking structure (1991).  Or this legendary bit from a 1991 episode in a Chinese restaurant.  These situations are simply obsolete in the era of cellphones.  This situation (1996) would be obsolete in the era of digital cameras, while the 'Breakfast at Tiffany's' situation would be obsolete in an era of Netflix and YouTube. 

In the 1970s, there was virtually no household product with a semiconductor component.  In the 1980s, many people bought basic game consoles like the Atari 2600, had digital calculators, and purchased their first VCR, but only a fraction of the VCR's internals, maybe 20%, comprised of exponentially deflating semiconductors, so VCR prices did not drop that much per year.  In the early 1990s, many people began to have home PCs. For the first time, a major, essential home device was pegged to the curve of 18-month halvings in cost per unit of power.  In the late 1990s, the PC was joined by the Internet connection and the DVD player. 

Now, I want everyone reading this to tally up all the items in their home that qualify as 'Impact of Computing' devices, which is any hardware device where a much more powerful/capacious version will be available for the same price in 2 years.  You will be surprised at how many devices you now own that did not exist in the 80s or even the 90s.

Include : Actively used PCs, LCD/Plasma TVs and monitors, DVD players, game consoles, digital cameras, digital picture frames, home networking devices, laser printers, webcams, TiVos, Slingboxes, Kindles, robotic toys, every mobile phone, every iPod, and every USB flash drive.  Count each car as 1 node, even though modern cars may have $4000 of electronics in them.

Do not include : Tube TVs, VCRs, film cameras, individual video games or DVDs, or your washer/dryer/oven/clock radio just for having a digital display, as the product is not improving dramatically each year. 

How many 'Impact of Computing' Nodes do you currently own?
	Under 10
	11-15
	16-20
	21+
Free polls from Pollhost.com

If this doesn't persuade people of the exponentially accelerating penetration of information technology, then nothing can.

To summarize, the number of devices in an average home that are on this curve, by decade :

1960s and earlier : 0

1970s : 0-1

1980s : 1-2

1990s : 3-4

2000s : 6-12

2010s : 15-30

The average home of 2020 will have multiple ultrathin TVs hung like paintings, robots for a variety of simple chores, VR-ready goggles and gloves for advanced gaming experiences, sensors and microchips embedded into clothing, $100 netbooks more powerful than $10,000 workstations of today, surface computers, intelligent LED lightbulbs with motion-detecting sensors, cars with features that even luxury models of today don't have, and at least 15 nodes on a home network that manages the entertainment, security, and energy infrastructure of the home simultaneously. 

Now, the economic impact of this is substantial.  Refer to the Future Timeline for Economics, particularly the 2014, 2024, and 2034 entries.  Deflation has traditionally been a bad thing, but the Impact of Computing has introduced a second form of deflation.  A good one. 

It is true that from 2001 to 2009, the US economy has actually shrunk in size, if measured in oil, gold, or Euros.  To that, I counter that every major economy in the world, including the US, has grown tremendously if measured in Gigabytes of RAM, TeraBytes of storage, or MIPS of processing power, all of which have fallen in price by about 40X during this period.  One merely has to select any suitable product, such as a 42-inch plasma TV in the diagram, to see how quickly purchasing power has risen.  What took 500 hours of median wages to purchase in 2002 now takes just 40 hours of median wages in 2009.  Pessimists counter that computing is too small a part of the economy for this to be a significant prosperity elevator.  But let's see how much of the global economy is devoted to computing relative to oil (let alone gold).

Oil at $50/barrel amounts to about $1500 Billion per year out of global GDP.  When oil rises, demand falls, and we have not seen oil demand sustain itself to the extent of elevating annual consumption to more than $2000 Billion per year.

Semiconductors are a $250 Billion industry and storage is a $200 Billion industry.  Software, photonics, and biotechnology are deflationary in the same way as semiconductors and storage, and these three industries combined are another $500 Billion in revenue, but their rate of deflation is less clear, so let's take just half of this number ($250 Billion) as suitable for this calculation.

So $250B + $200B + $250B = $700 Billion that is already deflationary under the Impact of Computing.  This is about 1.5% of world GDP, and is a little under half the size of global oil revenues. 

The impact is certainly not small, and since the growth rate of these sectors is higher than that of the broader economy, what about when it becomes 3% of world GDP?  5%?  Will this force of good deflation not exert influcence on every set of economic data?  At the moment, it is all but impossible to get major economics bloggers to even acknowledge this growing force.  But over time, it will be accepted as a limitless well of rising prosperity. 

12% more dollars spent each year, and each dollar buys 59% more power each year.  Combine the two and the impact is 78% more every year. 

Related :

A Future Timeline for Economics

Economic Growth is Exponential and Accelerating

Are You Acceleration Aware?

Pre-Singularity Abundance Milestones

The Technological Progression of Video Games

The End of Rabbit Ears, a Billion More Broadband Users - Part II

Three years ago, I wrote about the end of broadcasted television signals through the air on February 17, 2009.  It was one of the earliest articles here on The Futurist, and we have now arrived at the date when this transition will take place. 

In the last 3 years, we have seen the Apple iPhone (now in a 2.0 version), as well as broad deployment of 3G service to cellular phones.  Neither were available in February 2006.  But these are small increments compared to what access to the previously unavailable 700 MHz spectrum will give rise to.  The auction for the spectrum fetched $19.6 Billion, indicating how valuable this real-estate is. 

Signals sent at this frequency can easily pass through walls, and over far greater distances than signals in higher frequency bands.  More importantly, since wireless is the dominant (and often only) means of Internet access in many developing countries, the innovations designed to exploit the 700 MHz band in the US will inevitably be modified to supercharge wireless Internet access in India, Latin America, and Africa.  An additional 1 billion broadband Internet users in developing regions will be connected by 2013, as predicted in Part I of this article.  There are few technologies that can help pull people out of poverty so quickly. 

In the depths of a recession, the events that spark the next expansion arise almost unnoticed.  WIthin 24 months of this event, there will be a vast array of exciting wireless products and services for all of us to enjoy.  Remember that today, despite the economy being in its darkest hour, was the day that it began. 

Solar Power's Next 5 Game-Changing Technologies

I have written beffore about the reduction in price of solar energy, and how each succcessive price decline would deliver a new generation of adoption.  Now, we can examine some of the specfic technologies that are driving the race to affordability, and will enable solar energy to be one of the only candidate technologies to lead an economic recovery from the present downturn. 

Popular Mechanics has a roundup of five new areas of innovation in harnessing energy from the Sun.  All five promise to make solar energy competitive with the cheapest sources of fossil-fuel energy, and many of these five technologies could work in combination with each other.  The five technologies are the following :

 

Now, many of these technologies were invented before 2008, so this roundup does not alter the fact that 2008 was a year of very low technological innovation.  However, all these innovations bode very well for a tremendous boom in solar power starting around 2010.  Each technology has one or more startup companies mentioned in each section.  The industry consensus is that solar power becomes competitive with conventional sources of power generation by around 2011, varying by the local cost of electricity and the solar intensity of a particular region (i.e Arizona becomes cost-competitive for solar before British Columbia does).

The greatest benefits, however, will accrue to emerging markets.  Many poorer countries not only have electricity rates that are much more expensive than in the US, but these countries, being in more southern latitudes, receive greater solar intensity to begin with.  Breakeven in these markets arrives even sooner than it does for the wealthy countries at more northern latitudes.  Many villages in India, VietNam, Iraq, Egypt, and Indonesia will go from having no electricity to having photovoltaic electricity. 

Related :

Solar Energy Cost Curve

The Solar Revolution is Near

A Future Timeline for Energy

Why Government is Set to Extinguish Silicon Valley

Throughout history, poverty is the normal condition of man. Advances which permit this norm to be exceeded — here and there, now and then — are the work of an extremely small minority, frequently despised, often condemned, and almost always opposed by all right-thinking people. Whenever this tiny minority is kept from creating, or (as sometimes happens) is driven out of a society, the people then slip back into abject poverty.

                                - Robert Heinlein

The secret sauce of Silicon Valley is the tradition of leaving established companies to start or join new ones, secure funding from venture capitalists, build the company to a suitable size, and then either float or sell the company for a windfall to the founders and early employees.  The incentive to continue this practice is the engine that keeps the fire of human technological innovation alive. 

Silicon Valley's unique ecosystem has so far been nearly impossible to eclipse.  The combination of research universities, the best and brightest immigrants from India and China, a culture of entrepreneurship, and a nearly perfect climate has kept the competitors to Silicon Valley at bay.  In the 1990s, the prevalent belief was that the high cost of living in Silicon Valley would enable Austin, Dallas, Seattle, and Phoenix to attract technology workers and cultivate their own tech sectors.  This did not happen, as the Silicon Valley ecosystem just had too strong of a gravitational pull. 

This, however, should not be an excuse for complacency, or a belief that Silicon Valley is a bottomless supply of tax revenue.  There are four steps that would make Silicon Valley prohibitively inhospitable to the formation of new ventures. The first two of these four steps have already happened, and the final two are set to happen, barring direct intervention. 

1) Sarbanes-Oxley : This attempt to reduce the risk of another Enron-style fraud has inflicted a cost on the US economy greater than 100 Enron collapses.  In Silicon Valley, the crushing costs of Sarbanes-Oxley compliance (up to $3M a year) have dried up IPOs to a trickle, as the prospect of spending money of compliance that could otherwise be spent on R&D is unappealing.  IPOs are less frequent than they were even in the early 1990s, before the bubble, and start-ups can only hope to be acquired by a larger company.  In the last 8 years, only two IPOs were large enough to be considered 'blockbuster' : Google and VMWare.  This crushes the incentive to leave stable jobs to go work at a new venture. 

2) Immigration Torture : Any list of the most successful people in the history of Silicon Valley will quickly reveal that at least one third of them were born outside of the US.  In response, America has chosen to make it much harder for more such people to come here. 

While politicians pander to illegal immigrants with minimal education, they somehow refuse to make immigration easier for legal, highly-skilled immigrants who start new ventures in America.  This is significant given the fact that about half of Silicon Valley's skilled workforce is Indian or Chinese.  They could return to their home countries easily if it becomes too hard to stay. 

Under current procedures, an engineer from India or China has to be on an H1-B visa for 6 years before he can get a greencard.  If he changes employers during that period, he has to start the clock again.  The immigrant's spouse cannot work during this period.  Even after the greencard, it takes 5 more years to become a US citizen.  More and more of the best and brightest are deciding that this 11-year limbo is not worth it, and return to their home countries (eventually starting companies there rather than in Silicon Valley).  In the 1990s, Americans had not even heard of Bangalore or Suzhou. 

I have written a detailed solution to this problem over here. 

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If these two factors weren't bad enough, two more negatives are about to be piled on. 

3) California State Income Taxes are Set to Rise : The budget shortfalls and underfunded pensions in California are a ticking time bomb.  CalPERS, which invests in many of the top venture capital funds that nurture the growth of start-ups in Silicon Valley, is in a shambolic state, and has to add $80 billion in assets just to meet present obligations.  The top income bracket in California is already taxed at 9.3%, and this is set to rise.  Sales taxes are also set to rise.  Due to this horrendous mismanagement worthy of a banana republic, California will soon reach a tipping point where taxes are so high as to destroy California's private sector.  It would, of course, be better to reduce CA state expenditures, but government officials have made it clear that raising taxes is their preferred course of action. 

4) Federal Income Taxes are Set to Rise : If the Bush tax cuts are allowed to expire, then from 2011 onwards, the top income bracket will be taxed at 39.6% rather than the current 35%.  Here, too, the concept of reducing expenditures is not palatable to Washington decision-makers.  While this does affect the entire US equally, when this is combined with the increase in California Sate tax, the combined marginal tax rate in California rises several percentage points, and possibly rises well above 50%.

The danger here is that each of these factors by themselves are not life-threatening.  But all four of them in cumulative combination are deadly.  So on top of the difficulty of conducting an IPO, and the brain drain out of Silicon Valley back to Asia, if the financial windfall that a worker receives after his startup makes a successful exit is taxed at a grand total of 50-55%, fewer and fewer people will bother to toil away for years in a startup.  As a result, fewer startups will form in Silicon Valley, and instead will form in Bangalore, Shanghai, and Taipei. 

Furthermore, after these forces have been in effect for a few years a simple reversal of the higher tax rates, dysfunctional immigration policy, and Sarbanes Oxley will not simply restore Silicon Valley to its prior grandeur.  The technology centers in Asia will have achieved critical mass by then, and Silicon Valley will have permanently lost its exclusivity.  It would never recover the dominance it once had. 

Silicon Valley will be reduced to a location that still hosts the headquarters of HP, Intel, Cisco, and Google, but 90% of the employees of these corporations will be overseas, and startups will be rare.  Silicon Valley will effectively become like Cleveland or Pittsburgh, which even today host the headquarters of more than 20 Fortune 500 corporations each, but still have a lower population than they each had in 1960, and cannot attract new young people to come and live there.  Cleveland and Pittsburgh are still functioning societies, of course, but their economic vibrancy is irretrievably dead. 

This bleak outlook can certainly be reversed if prompt action is taken now.  Sadly, the current path is one that is set to have a smothering effect on Silicon Valley. 

Pre-Singularity Abundance Milestones

I am of the belief that we will experience a Technological Singularity around 2050 or shortly thereafter. Many top futurists all arrive at prediction dates between 2045 and 2075. The bulk of Singularity debate revolves not so much around 'if' or even 'when', but rather 'what' the Singularity will appear like, and whether it will be positive or negative for humanity.

To be clear, some singularities have already happened.  To non-human creatures, a technological singularity that overhauls their ecosystem already happened over the course of the 20th century.  Domestic dogs and cats are immersed in a singularity where most of their surroundings surpass their comprehension.  Even many humans have experienced a singularity - elderly people in poorer nations make no use of any of the major technologies of the last 20 years, except possibly the cellular phone.  However, the Singularity that I am talking about has to be one that affects all humans, and the entire global economy, rather that just humans that are marginal participants in the economy.  By definition, the real Technological Singularity has to be a 'disruption in the fabric of humanity'. 

In the period between 2008 and 2050, there are several milestones one can watch for in order to see if the path to a possibile Singularity is still being followed.  Each of these signifies a previously scarce resource becoming almost infinitely abundant (much like paper today, which was a rare and precious treasure centuries ago), or a dramatic expansion in human experience (such as the telephone, airplane, and Internet have been) to the extent that it can even be called a transhuman experience.  The following are a random selection of milestones with their anticipated dates. 

Technological :

Hours spent in videoconferencing surpass hours spent in air travel/airports : 2015

Video games with interactive, human-level AI : 2018

Semi-realistic fully immersive virtual reality : 2020

Over 5 billion people connected to the Internet (mostly wirelessly) at speeds greater than 10 Mbps : 2022

Over 30 network-connected devices in the average household worldwide : 2025

1 TeraFLOPS of computing power costs $1 : 2026

1 TeraWatt of worldwide photovoltaic power capacity : 2027

1 Petabyte of storage costs $1 : 2028

1 Terabyte of RAM costs $1 : 2031

An artificial intelligence can pass the Turing Test : 2040

Biological :

Complete personal genome sequencing costs $1000 : 2020

Cancer is no longer one of the top 5 causes of death : 2025

Complete personal genome sequencing costs $10 : 2030

Human life expectancy achieves Actuarial Escape Velocity for wealthy individuals : 50% chance by 2040

Economic :

Average US household net worth crosses $2 million in nominal dollars : 2024

90% of humans living in nations with a UN Human Development Index greater than 0.800 (the 2008 definition of a 'developed country', approximately that of the US in 1960) : 2025

10,000 billionaires worldwide (nominal dollars) : 2030

World GDP per Capita crosses $50,000 in 2008 dollars : 2045

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Each of these milestones, while not causing a Singularity by themselves, increase the probability of a true Technological Singularity, with the event horizon pulled in closer to that date.  Or, the path taken to each of these milestones may give rise to new questions and metrics altogether.  We must watch for each of these events, and update our predictions for the 'when' and 'what' of the Singularity accordingly. 

Related : The Top 10 Transhumanist Technologies

Surfaces : The Next Killer Ap in Computing

Computing, once seamlessly synonymous with technological progress, has not grabbed headlines in recent memory. We have not had a 'killer ap' in computing in the last few years.  Maybe you can count Wi-fi access to laptops in 2002-03 as the most recent one, but if that is not a sufficiently important innovation, we then have to go all the way back to the graphical World Wide Web browser in 1995.  Before that, the killer ap was Microsoft Office for Windows in 1990.  Clearly, such shifts appear to occur at intervals of 5-8 years. 

I can, without hesitation, nominate surface computing as the next great generational augmentation in the computing experience.  This is because surface computing entirely transforms the human-computer interaction in a matter that is more suitable for the human body than the mouse/keyboard model is.  In accordance with the Impact of Computing, rapid drops in the costs of both high-definition displays and tactile sensors are set to bring this experience to consumers by the end of this decade. 

BusinessWeek has a slideshow featuring several different products for surface computing.  Over ten major electronics companies have surface computing products available.  The most visible is the Microsoft Surface, which sells for about $10,000, but will probably drop to $3000 or less within 3-4 years, enabling household adoption. 

As far as early applications of surface computing, a fertile imagination can yield many prospects.  For example, a restaurant table may feature a surface that displays the menu, enabling patrons to order simply by touching the picture of the item they choose.  The information is sent to the kitchen, and this saves time and reduces the number of waiters needed by the restaurant (as waiters would only be needed to deliver the completed orders).  Applications for classroom and video game settings also readily present themselves. 

Watch for demonstrations of various surface computers at your local electronics store, and keep an eye on the price drops.  After seeing a demonstration, do share at what pricepoint you might purchase one.  The next generation of computing beckons. 

Related :

The Impact of Computing

More on the Upcoming Internet Gridlock.

MIT Technology Review has a 6-page article detailing the imminent choking of the Internet under increasing bandwidth volume.  This follows my post from March 13, 2008 about the continued rapid growth in Internet traffic due to video applications. 

While everyone worries about the daily rise in oil prices (which I contend has many unnoticed positive side effects), there is far too little attention given to the upcoming Internet slowdown.  It has just as much potential to hinder commerce as higher energy prices, and a fast, uncongested Internet even has a direct role to play in cushioning the impact of higher energy prices through enabling the advance of high-quality video conferencing technologies.  Read much more about the relation between oil prices and Internet bandwith demand in my article Terrorism, Oil, Globalization, and the Impact of Computing. 

Of course, just as anyone who bet on the rise in oil prices could have profited by taking a position in any number of exchange-traded energy securities, similar opportunities for profit abound from the upcoming bandwidth scarcity.  Cisco Systems (CSCO) would be the most obvious beneficiary, but a number of smaller companies also present opportunities.  More analysis on these will follow in coming weeks. 

The Activision Pick Delivers Yet Again

For those of you who have been reading my articles on the video game sector on The Futurist, know that I have been a fan of Activision (ATVI) since 2006.  It was first identified, along with other gaming companies, on April 17, 2006.  After that, ATVI was a component of my 2007 portfolio, earning a 69.2% return.  Even for 2008, while I shed the other gaming stocks like ERTS, THQI, and retailer GME, I kept Activision as the only gaming stock, and one of only three tech stocks, in my 2008 portfolio.  Yet, it has delivered a 50% return since the start of the portfolio, after its strong Q1 results last Thursday. 

 

Everyone knows that the 'Guitar Hero' game is a blockbuster, but what is less understood is how such games that have customized controllers (a guitar, in this case) are the future of gaming.  The multi-button controller is not appealing to adults at all, and as the guitar controller eventually inspires skis, boxing gloves, golf clubs, etc., the realism and hence market appeal of games broadens to even more demographics.  Just note the success of the Nintendo Wii as another indicator of this trend.  Read my article "The Next Big Thing in Entertainment" on The Futurist for an in-depth analysis of this subject.  Activision is set to launch three new Guiter Hero games in 2008, placing the company at the forefront of this major trend. 

The stock might be nearing the end of a momentum run after such a spectacular return, and I may cease to include it in future portfolios until it pulls back to a better entry point, but as a long-term bet in the technology sector, Activision is still one of the best stocks to hold. 

Related :

The Next Big Thing in Entertainment

The Technological Progression of Video Games

IPTV Hardware and Subscriber Revenue

Here are some of my projections through 2010 on IPTV set-top box and subscriber service revenue.  Notice the growth in the number of subscribers - a large portion of these are expected to be from China.