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Thursday, April 9, 2015

Cows, Robots, The Google Car and Thomas Piketty

This post was originally published on April 9, 2015.  I revised it on December 14, 2016, to add spiffy photos for a more attractive post.  In the past 20 months, development of self-driving vehicles has proceeded as expected, including a demonstration by Uber of a self-driving truck, nicknamed Otto.  The truck drove 120 miles from Fort Collins to Colorado Springs, transporting Budweiser beer, as shown below.    DR, 12/14/2016
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This blog post follows on my previous post “America is Inventing Again”.  This post looks at the social and economic disruption resulting from new inventions.  Computers and automation have been eroding jobs in office clerical and factory professions since 1980 or earlier.  Google’s self-driving car technology now threatens another 3.6 million jobs in the United States.

The ease and efficiency of replacing labor with capital is a key point in Thomas Piketty’s work.  Increasing automation is expected to increase wealth inequality, as fewer workers receive paychecks, and a larger share of the value of production accrues to owners of capital.  While new technologies offer clear benefits in economic efficiency and safety, it is a fair question to ask where we are going as a society, and to cast a troubled look at Kurt Vonnegut’s novel “Player Piano”.

Cows
It was an improbable scene.  Cows, ready for milking, walked from the field and formed a queue in the cattle chute, like shoppers in a supermarket check-out line.  When a cow reached the head of the line, she stepped into a glass-sided stall where she received a tasty treat.  In the stall, a robot surveyed and weighted the cow.  A laser-guided device washed the udders, attached suction cups and milked the cow.   Milk flowed through lines to a gathering vessel, where the quality, volume and temperature of the milk was measured and recorded.  Visitors watched the process through the glass walls of the stall, and as the milking proceeded, a few curious cows stretched over the glass for a better look at the visitors.  When the milking was done, the cow walked back outside to pasture, with no human interaction except for the curious gaze of visitors, and the equally curious gaze of the cow in return.

The robotic milking facility is an experimental dairy farm operated by Michigan State University.  The manager of the farm proudly showed us how the health of the cattle is monitored by the weight and temperature of the cow and the frequency, volume, and quality of the milk.  Any changes are noted by computer and immediately brought to the attention of the dairy manager.  A standard dairy using traditional milking machines would employ eight to ten workers, who would manage the herd, milk the cows and haul the milk containers.  The robotic facility allowed a single person to run the entire dairy operation, spending his hours studying a computer screen.  The manager of the experimental farm told us that the number of robotic dairy farms in Michigan is going up exponentially.  He didn’t say anything about the laborers displaced by automation.  Clearly, they must find other work.

 We are building robots and putting people out of business. 
 With a nod to Kurt Vonnegut, so it goes.

The Player Piano Society
I’m not the first person to notice.  Kurt Vonnegut’s first novel, published in 1952, was Player Piano (a particularly apt title).   Vonnegut drew freely on earlier dystopian novels Brave New World (Aldous Huxley) and We (Yevgeny Zanyatin), published in 1931 and 1921, respectively.   Player Piano describes a dystopian futuristic society with massive unemployment, due to the displacement of workers by machines.  Only a small percentage of people with the greatest intelligence and education could aspire to an actual job, in which they would create and run the machines that displace human labor.

It is clear that Vonnegut correctly foresaw that automation and technology would put many people out of work.  Further, Vonnegut foresaw that future jobs would require more education and more intellectual challenge than earlier jobs.  Our remaining question is how far technology and economic forces will take us toward the “Player Piano Society”.

Secular Change in the American Economy
This blog has previously noted a secular change in the American economy indicated by progressive weakening in the job market.   

In each of the past eleven recessions, job recovery has been progressively slower.  Job losses during a recession have followed approximately the same trajectory in each recession, but job recovery has been much flatter, in nearly linear fashion ever since World War II.  Recent recessions, especially the great recession of 2008, have also been deeper than earlier recessions, with greater job losses.

I saw this happen during the course of my career in the petroleum industry.  I was shocked, as a newly minted manger in 1987, when the head of our Human Resources department gave a presentation showing his vision for the future company.  The company he envisioned had one-third of the total employees, and half as many geologists and engineers.  I was baffled.  We had a mission to make the company grow.  But the HR executive was correct.  In layoff after layoff, we fired capable employees who were no longer necessary to the company.   A department of draftsmen with 15 employees was reduced to five, then one, then zero.  In one division, eight secretaries were reduced to four, and then to one.   The company implemented enterprise-wide accounting software, and a department of twenty-eight accountants collapsed to a single accountant.  With computer workstations and information systems, specialists became more productive, and the number of geologists and engineers was cut in half, exactly as envisioned by the Human Resources executive fifteen years earlier.

Data from the Bureau of Labor Statistics shows the decline of several professions due to automation.  Office clerical professions have lost about 1,000,000 jobs since 1997.  The job titles showing the greatest losses can be expected:  Typist, Data Entry Keyer, Information Clerk, Telemarketer, Office Machine Operator, and Telephone Operator – all made obsolete by the computer.   The job title Secretary has shown surprising growth of about 500,000 jobs.  Perhaps this growth reflects re-classification and re-assignment of the clerical workers previously doing other work.

Industrial jobs show a similar decline, in jobs such as these:  Hand Packers and Packagers, Team Assemblers, Tool-and-Die Makers, Machine Feeders and Offbearers, Sewing Machine Operators, etc.   This is only a sampling of industrial jobs, not a comprehensive list.   Over 600,000 jobs have been lost in these categories since 1997.  Research by the Boston Consulting Group, reported in Yahoo Finance, says that 25% of all factory jobs world-wide will be replaced by robots in the next decade.    Robots are currently doing 10% of factory work.

The next category of jobs lost to automation will be in the area of transportation.

Job Losses from Self-Driving Cars
I discussed the Google Car at some length in my last post, “America is Inventing Again”

Apple, Incorporated also has an initiative to develop self-driving cars.  Apple’s concept would involve fleets of autonomous taxis, universally available in cities.  Apple’s concept would reduce individual car ownership, and reduce the total number of vehicles needed and manufactured.  But the most important societal change resulting from self-driving cars is generally overlooked.  Self-driving cars will put a lot of people out of work.  The Bureau of Labor Statistics reported the following numbers for people employed as drivers in the United States in 2013.
Truck Drivers, Delivery and Route Workers
776,930
Truck Drivers, Tractor-Trailer
1,585,300
Bus Drivers, School
496,110
Driver/Sales Workers
396,470
Bus Drivers
157,830
Taxi Drivers and Chauffeurs
170,030
3,582,670

Many of these jobs involve repetitive routes, or city routes which can be easily captured in a database.   Safety, of course, will be the major motivation for replacing many drivers, particularly school bus drivers, but cost will also be a consideration.  Long-haul (tractor-trailer) truckers may be particularly vulnerable to being replaced, because a robotic driver does not need to sleep, and is not limited to 8 hours of driving by federal regulations.   The productivity of the capital in each truck can be increased three-fold by replacing the driver with a robot.

National Public Radio reports that Truck Driver is now the most common profession in 29 of our 50 states.  If all of the professional drivers in America were replaced by self-driving vehicles, it would add 2.5% to the nationwide unemployment rate.

Google’s self-driving technology will put lots of people out of work. 

Opportunity for Young Workers
The “millennial generation” is the first generation in America to have a lower standard of living than their parents (previously documented in this blog,, http://dougrobbins.blogspot.com/2013/02/wealth-inequality-in-america-young.html).   Millennials came of age during a time of economic disruption from the great recession, and were hit harder than other generations by unemployment and under-employment.  Simple observation of young people on Facebook shows that they are acutely aware of declining opportunity as a result of automation.  The social result is a generation which is increasingly cynical, jaded and politically disaffected.  This is not healthy for our society.

Thomas Piketty
Thomas Piketty is an economist and author of the controversial book “Capital in the Twenty-First Century”.   The title is a subtle nod to Marx’s “Das Kapital”.  Piketty’s book is a welcome return to the idea that macro-economics is not simply about the productivity of a society, but should also be concerned with the well-being of individuals and groups of people in that society. 

Piketty’s essential thesis is that if the return on capital exceeds the growth in the economy (as it does), the owners of capital will increase their share of total wealth, leading to greater wealth inequality.  The well-documented increase in wealth inequality in the United States since 1990 would seem to support Piketty’s conclusion.

Economics graduate student Matthew Rognlie is one of Piketty’s many critics.  Rognlie raises the issue of the future return on capital (ROC).  Piketty believes ROC will increase; Rognlie believes that ROC will decrease.  The future return on capital will depend largely on how easily capital can replace labor.  The evidence shows that many workers have been replaced by machines over the past 35 years, and the trend will probably continue.   I’m still with Piketty.

Areas of declining employment due to automation include clerical work, factory workers, packers and delivery workers, and most recently, technical “knowledge workers”.   We are on the cusp of another large displacement of workers by automated driving technology.   The automated technology will improve safety, lower costs and utilize the capital invested in vehicles more efficiently.   But the technology has a social cost borne by displaced workers, their families, and taxpayers.

I disagree with Piketty somewhat on his prescribed remedies for wealth inequality.  The issue of capital versus labor, going back to Karl Marx, cannot be solved simply by taxation and redistribution of wealth.   The opportunity for meaningful employment and productivity is essential for human dignity.   It is necessary for each person on this planet to validate our existence by the positive changes we bring about in the world.  We need to earn our own way, and our economic system fails if it does not provide that opportunity. 

Conclusion
I am no Luddite.  I favor innovation, new technology, and economic efficiency.  I believe that society cannot stand still, and must advance and change.  But I think it is a fair question to ask the inventors who are relentlessly replacing human labor with machines, “Where are we going?”  Are we turning into the Player Piano Society?  

Can workers displaced by technology easily obtain new employment with equal compensation, allowing them the dignity of earning a living?  Can we provide sufficient opportunity to the youth, who are entering the job market without experience and skills?  What will be the impact on society if we fail in these things?

Perhaps we should demand that for every new technology that eliminates a job, inventors must create another technology that creates a new job, accessible to the displaced workers.
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References
Job recovery has been progressively slower in each recession since World War II.

NPR infographic showing the most common job in each state, from 1978 to 2014.
National Public Radio (NPR) recently published a fascinating infographic on their website, showing the most common job in each state from 1978 to 2014.  In 1978, the most common job in 20 states was secretary.  With the advent of the personal computer in 1980, secretarial jobs declined, until by 2014, secretary was the most common job in only five states.  Meanwhile, truck driver took the place of secretary as the nation’s top job.  By 1996, and still today, truck driver is the most common job in 29 of our 50 states.  But driving, as a profession, is likely to be the next major target of automation.
25% of manufacturing jobs to go to robots in next decade.  Robots currently perform 10% of factory work.

Bureau of Labor Statistics data
[As an editorial comment, the BLS database is TRULY AWFUL.  Job descriptions are changed frequently from year-to-year, with no attempt to reconcile them or make data comparable to prior years.]    

Google is leading in terms of developing self-driving cars.  Competitors started later, but are serious in their efforts to bring their own vehicles to market.  Both old-line companies and giant new technology companies are participating in the race to bring the first and best autonomous vehicles to market.
Apple’s effort is perhaps the most interesting.  Apple is pursuing a synthesis of the new transportation ideas.  Their vehicles will be self-driving, like Google’s; their vehicles will be all-electric, like Tesla’s.  And their business model will involve fleets of cars available anywhere, like taxis, and accessible by mobile devices like Uber’s ride-sharing service.  This concept, for many people, would over-turn the paradigm of self-ownership of a vehicle.  As a society, the Apple concept would be more efficient.  A fleet of autonomous taxis would require fewer vehicles on the road, and require fewer vehicles to be manufactured.

A fairly comically stupid article about how driverless cars will put traffic policemen out of work – without noting that 3.6 million commercial drivers will be put out of work. 

Critique of Piketty by grad student Matthew Rognlie.   Key issue is future return on capital – Piketty believe ROC will increase; Rognlie believes it will decrease.  Another expression of ROC is how easily capital replaces labor.  – think about Google’s autonomous cars replacing drivers.  It still seems pretty easy to me.  I’m still with Piketty.

Discussion of America’s skills gap.  We have 9 million unemployed, and 5 million available jobs.  But the available jobs require higher skills, and our unemployed workers are not capable of filling those jobs. 


Federal Reserve Economic Database

Saturday, March 28, 2015

America is Inventing Again

Introduction –
America is inventing again.  After a few decades of stagnation, American inventors and entrepreneurs are pursuing audacious goals.  Some of these goals are already partly achieved, and some of them are still hopes in the minds of the inventors.  But there is no question that new inventions, currently in active development, will change the way the world works, travels, and lives.  Some of these inventions, if successful, will end the threat of climate change; others may improve the quality of life for people suffering from illness.  Some of the inventions may cause shattering economic disruption, as many jobs will become obsolete and people become unemployed.  

There are many candidates for inventions that may change the world.  I chose a few innovations that seemed the most obvious to me.  The inventions considered in this post include: 
Small-scale Nuclear Fusion; Autonomous Electrical Vehicles; Cancer Treatments and Genomic Therapies; Hyperloop Pneumatic Tube Transportation; Oil and Gas Production from Shale Reservoirs; Asteroid Mining; and Crowd-Sourcing. 

America is Inventing Again 
In the science fiction novels of my youth, people traveled from city to city in pneumatic tubes.  Energy was cheap and abundant.  City dwellers didn't own a car – they simply summoned a nearby autonomous taxi with a hand-held device, and the driverless taxi took them wherever they wanted to go.  Internal combustion engines were a thing of the past.  Spaceflight was a matter of private business, and commercial enterprises mined the asteroids.

[0n the negative side, in these futuristic worlds, autonomous taxis spied on their clients and there was pervasive unemployment in society.  But that will be the topic of a different post.]

For better or worse, the future is here.  America is inventing again.

Innovation in the American economy noticeably slowed in the 1980s and 1990s.  Various authors have noted this in articles and books with titles like “Why has human progress ground to a halt?” ( http://aeon.co/magazine/science/why-has-human-progress-ground-to-a-halt/ ) and “The Great Stagnation” ( http://www.amazon.com/The-Great-Stagnation-Low-Hanging-Eventually-ebook/dp/B004H0M8QS ). In my view, the stagnation was caused by pressure from the investment community to raise short-term corporate profits.  Basic businesses with physical products (oil, automobiles) were challenged to match the rate of return on capital of software companies (e.g., Microsoft and Oracle).  Of course, this was impossible. Business consultants, who appeared like weeds during that time, advised companies to close their laboratories and research centers.  Without research to develop new products, the economy stagnated.

Recent Innovation
But that began to change in the new millennium.  New companies such as Apple and Google showed that innovation, not cost-cutting, is the road to success.  Apple introduced attractive new products which changed the way we live, and in the process became the largest company in the world. 
Young companies delivered innovation in computers, marketing and telecommunications.  Google, Apple, Oracle, Facebook, Microsoft,  Intel, eBay, and Amazon were all formed after 1971, a date that author Michael Hanlon marks as the end of our golden quarter century of innovation. These companies are the survivors of the technology explosion and subsequent crash of the 1990s.  The companies attempted things which seemed outrageous to their competitors – achieved their goals and made it profitable.

Billionaire Elon Musk is the archetype of the new entrepreneur and inventor.  Musk made his fortune creating software for the Internet and used his money to pursue other dreams.  Elon Musk is a founder of  numerous companies: Zip2 (internet software company), Pay-Pal (internet commerce platform), Tesla Motors (maker of all-electric cars), Space-X (the private launch company supplying the International Space Station, and SolarCity (solar power company), and is developing the Hyperloop transportation concept.  Musk’s ventures are amazing in terms of their diversity, success, and revolutionary thinking.  Other entrepreneurs, inspired by his example, are tackling equally audacious goals.

Both young and old companies are now researching revolutionary ideas.  International competitors are racing to catch up with American innovators.  I believe most of the new technologies being developed will come to fruition in ten to fifteen years.  These ideas will change the way we live, work, and move.  The new technologies will be more efficient, more environmentally safe, and improve the quality of life for consumers.  However, changes will also inevitably result in economic disruption as existing products and companies are rendered obsolete by the new technology.   The “creative destruction” of new technology will be the subject of a future post.

Let’s look at some of the prospective technologies:
Small-Scale Nuclear Fusion Energy
 The most revolutionary concept is an effort by Lockheed to develop small-scale nuclear fusion reactors.  Lockheed hopes to build a working fusion reactor within five years, and to commercialize the concept soon after.  Lockheed’s concept involves using nested containment systems to confine and control the plasma in the reaction chamber.  Unlike competing fusion concepts involving massive facilities, Lockheed claims that their reactor will be small enough to place on a truck.   If Lockheed is successful, they will finally deliver on the promise of cheap, plentiful and environmentally safe nuclear energy.

The consequences of a workable fusion reactor would be enormous.  Energy represents about 8 percent of the world’s economy.  A successful small fusion reactor would make most of that obsolete:  fossil-fuel companies, physical facilities (wells, pipelines, mines, tankers, storage tanks, gas stations), contracts and employees.  The international world order would also be shaken, as the world’s dependence on petroleum exporting countries would be ended.  Those nations’ principal source of revenue would also be ended.  The economic, social, and political repercussions would be significant.   On the positive side, successful fusion energy would be the best means of curbing CO2 emissions, which threaten a wide range of disasters due to climate change. 

Automobile Technologies – Electric, Autonomous, Available Transportation
American company Tesla is now producing the most successful electric cars on the market.  The company’s inventors are routinely creating new advances in efficiency and range for their vehicles.  Tesla has audacious plans for replacing most of America’s gasoline-driven vehicles with electric vehicles. 

Google, America’s search-engine giant, has also diversified into automobile technology.  Google is well along the way toward producing self-driving vehicles.  Such vehicles could create safer roadways, while leaving passengers free to conduct other business during their travels.  This concept is no longer science fiction; these vehicles are well on the way to becoming reality.  Google has a fleet of over 100 vehicles operating in Southern California, which have traveled a total of 300,000 miles.  .  Other companies are jumping on the bandwagon: Merecedes, Baidu, Apple and others are all working on self-driving car technology. 
Apple is reportedly working on a synthesis of several concepts.  Google's concept is the self-driving car; Tesla's concept is the all-electric car, and Uber's concept is that every car is a taxi.   Apple's concept is all of the above.  The Apple car would be electric and self-driving; consumers will be able to summon a ride from a fleet of autonomous taxis – and can dispense with individual car ownership. 

There is a potential for huge economic disruption from new automobile technology.  There are 3.6 million professional drivers in America, mostly driving repetitive routes which can be easily automated.  There will be a cascade of job losses resulting from reduced car ownership, as well. 

Medical Advances
America’s “War on Cancer” dates to the late 1950’s, when researchers in the U.S. Public Health Service began publishing the links between cigarette smoking and lung cancer.   The war was officially declared in 1971, by President Nixon.  However, after 50 years of research and between $!00 billion and $500 billion in spending, cancer remains an intractable enemy.  Critics say that death rates from cancer have declined only 5% from the levels in 1971.  (However, statistics on the life expectancy of cancer patients would yield a more favorable report.)  Finally, new research and new therapies are showing promise of ending early death from many types of cancer.
 
The Human Genome Project was an ambitious effort to read the entire sequence of 3 billion base pairs in human DNA, completed in 2003.  The project required 13 years and nearly 2.7 billion dollars to complete.  But gene-sequencing technology has increased in speed, and decreased in cost, such that a complete DNA sequence is currently under $10,000.  Within the decade, the cost to obtain and individual patient’s genome is expected to fall to about $100, and may be completed within an hour.
The genome project, coupled with better understanding of cancer’s adaptive traits, is allowing the design of drugs specifically tailored to particular cancers in particular patients.  The new therapies mobilize the patient’s own immune system against the cancer, and block the cancer’s attempts to evade the body’s immune response.  Experimental trials of new therapies are showing success rates of 50% to 90% in achieving full remission.

Deeper understanding of all cellular systems is promising to yield cures for other diseases and injuries as well.  Stem cell research offers the hope of regenerating damaged organs and nerves, of restoring sight, or healing victims of spinal cord injuries.  Medical advances will not revolutionize the economy or change the most of us go about our day-to-day business. But for many, these advances literally mean life itself.

 Hyperloop
The Hyperloop is a transportation concept touted by entrepreneur Elon Musk.  

America’s flight systems are obsolete and overloaded, particularly on the east coast.  Airports are overloaded; the airways between cities are at capacity; air-traffic control systems are at capacity; gates are overscheduled; passenger loading and unloading zones are a nightmare. On the best days, airports operate smoothly, but weather delays or any system upset causes a cascade of cancellations and costs for passengers.  Elon Musk thinks it is time for something better.

The Hyperloop is a pneumatic tube transportation system, intended to provide passenger transportation between cities at moderate distances (up to 900 miles (1500 km)).  The tubes would operate at a near vacuum (1/1000th of atmospheric pressure), and capsules would carry passengers at speeds ranging from 300 mph (480 kph) to 760 mph (1220 kph), for an average speed of 600 mph (960 kph).  Capsules would be levitated by air pressure to reduce friction, and would be accelerated by external induction power.  Musk’s Tesla Corporation has published a fairly detailed description of engineering, design, and costs for a hyperloop between Los Angeles and San Fransisco.  Initial design parameters call for transporting 840 passengers per hour, but engineers expect to increase that capacity, assuming that demand increases.

In January, 2015, Elon Musk announced plans to construct a 5 – mile hyperloop test facility in Texas, and in Feburary 2015, a company was formed with the intention of building the Los Angeles to San Francisco hyperloop. 

It seems to me that similar tube-based transportation systems could also be used in large cities for express commuter travel from suburbs and outlying communities, with the benefits of reduced traffic congestion, travel time, and air pollution.

Hyperloop concept sketches.

Oil and Gas Production from Shale Reservoirs
Recent innovations in petroleum technology have enabled dramatic improvements in production from shale reservoirs.  Large volumes of oil and gas are trapped in certain shale formations; this oil and gas was long considered unrecoverable using conventional production techniques.  Horizontal drilling and hydraulic fracturing of shale formation opens channels for the fluids to flow, unlocking the petroleum resources.  Many new technologies were developed and integrated in order to localize the fractures for maximum effect.  These technologies continue to be improved.   An oil well may be subject to as many as forty small localized fracture treatments, doubling the well production as compared to wells with simple fracture treatment. 

The shale revolution reversed three decades of decline in American oil and gas production.  The shale revolution appears to have overturned the science and beliefs about “Peak Oil”; at least over the course of the next decade.  Gas from shale reservoirs has grown from 5 billion cubic feet per day (bcf/d) to over 33 bcf/d since 2007.  Shale gas now exceeds gas from conventional reservoirs in the United States.   Oil production in the United States has undergone a similar revival, increasing from 5 million barrels per day in 2008 to over 9 million barrels per day in 2015. 

Saudi Arabia, facing the loss of market share, has maintained production levels.  The increased supply has created a glut on world oil markets, and caused a crash in oil prices.  Oil storage tanks in the United States are literally full, and oil tankers are sitting at anchor in America’s harbors, waiting for space to unload their cargos.  Falling prices have had a global geo-political impact, causing economic disruption in major oil exporting nations and states, notably Russia and Alaska. 
American shale oil producers are not immune to the disruption from falling oil prices.  These companies have been severely hurt financially.  They have suffered financial losses, and have been forced to terminate many workers. 

But the technology for shale oil production cannot be put  back into the bottle.  Some companies that were producing oil for a break-even cost of $70 per barrel will find a way to produce successfully at $40 per barrel.  I believe that American oil production may falter due to low oil prices, but will soon resume its upward trajectory.

Asteroid Mining
America’s billionaires are lining up for space ventures more ambitious than earth orbit.  Two companies have been formed which seek to explore and mine asteroids for profit.   Billionaires Larry Page, Eric Schmidt, James Cameron, Charles Simonyi, Ram Shriam, Ross Perot Jr., and Richard Branson, are all investors in Planetary Resources, Incorporated.  It is a serious venture, which has attracted the attention and substantial financial support of the world’s most capable and successful entrepreneurs.

The potential benefits of asteroid mining would be that acquisition of critical materials – metals and water – for missions in space, without the expense of lifting these materials from the bottom of the earth’s gravity well. 

Crowd-sourcing
Not only billionaires are inventing in America. 

Crowd-sourcing itself is a new, Internet-enabled innovation.  And it is democratizing the process of invention, allowing the best ideas to attract funding.  Crowd-sourcing is a process of gathering support for an idea or program over the Internet.  A few of the major crowd-sourcing platforms are Kickstarter, Indigogo, Rockethub, Crowdfunder, Crowdrise, Quirky.  Crowd-sourcing is usually considered a process for funding a project.  But crowd-sourcing may also refer to fund-raising for charity, for specific types of artistic or inventive endeavors, or collaborative efforts requiring active participation by its users. Kickstarter projects may include inventions, books, art or games.   Interested patrons can make a donation, and in exchange receive a reward – a book, an artistic item, a T-shirt or mug representing the project.  Not all projects are successful, but many projects have already been completed, to the satisfaction of entrepreneurs and supporters.  Kickstarter has already received over 1.5 billion dollars in pledges from 7.8 million donors, to fund 200,000 creative projects.  Some of these projects may become major businesses.  And some of those entrepreneurs may become billionaires funding more audacious projects.

Other crowd-sourcing efforts involve other collaborative efforts.  Some of these involve volunteer-generated computer code, amateur astronomy or analysis of historical documents.  Crowd-sourcing is being applied in many, many fields.  Wikipedia is one of the best examples of a collaborative, crowdsourced product.  Wikipedia is the 6th most popular Internet site, and the world’s most widely used reference work.

Crowd-sourcing is still in its infancy.  Crowd-sourcing is realizing the true potential of the Internet, to bring people together and link them in effort towards common goals.  It represents a higher level of civilization that is now just beginning.

Conclusion

America is inventing again, and it will change the world.   The future is almost here.
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References:
Innovation
Author believes that the period of major innovation was the golden quarter century following WWII.    Everything that defines the modern world had its beginning between 1945 and 1971.  Author includes cultural developments – feminism, civil rights, decolonization, with technological developments: electronics, television, computers, the green revolution.  Author refers to a book called “The Great Stagnation”.   Author believes that innovation is no longer occurring in revolutionary jumps, but in incremental improvements, and that social progress has also stalled.

McKinsey Global Institute’s list of 10 Disruptive (World-changing) Technologies

Small-Scale Nuclear Fusion
Lockheed Martin’s page on compact nuclear fusion.
A review of scientific views of the Lockheed claims, with both positive and skeptical views.

Energy represents 8.8 percent of US GDP (2006).   Energy represents 8.2 percent of the global economy by one calculation; 7.9 percent by another.  Conclusion – Energy represents about 8 percent of the global economy; about 9 percent of the US economy.

Autonomous, Electrical Vehicles
China’s fleet of electric or hybrid vehicles is rapidly growing.  Sales of private electric and hybrid vehicles are soaring, encouraged by government subsidies.  Authorities plan to add 200,000 buses and 100,000 taxis running on hybrid or electrical power by 2020.

Mercedes is working on the car-human interface for autonomous vehicles.   An earlier model demonstrated feasibility of the autonomous automobile. 

Google is leading in terms of developing self-driving cars.  Competitors started later, but are serious in their efforts to bring their own vehicles to market.  Both old-line companies and giant new technology companies are participating in the race to bring the first and best autonomous vehicles to market.
Apple’s effort is perhaps the most interesting.  Apple is pursuing a synthesis of the new transportation ideas.  Their vehicles will be self-driving, like Google’s; their vehicles will be all-electric, like Tesla’s.  And their business model will involve fleets of cars available anywhere, like taxis, and accessible by mobile devices like Uber’s ride-sharing service.  This concept, for many people, would over-turn the paradigm of self-ownership of a vehicle.  As a society, the Apple concept would be more efficient.  A fleet of autonomous taxis would require fewer vehicles on the road, and require fewer vehicles to be manufactured.

A fairly comically stupid article about how driverless cars will put traffic policemen out of work – without noting that 3.6 million commercial drivers will be put out of work. 

Baidu and Sony pursuing driverless car technology.

Cancer Therapies and Genomic Therapies
Cancer Immunotherapy

Federal cost of War on Cancer, $108 billion

Total cost, $500 billion.  Minimal results to date.   If we cured cancer, the result would be, on average, an extension of human life by on 3.3. years.


Hyperloop
Engineering, design and cost discussion of a proposed hyperloop from Los Angeles to San Francisco.
Expected to provide high-speed passenger transportation for cities that are less than 1500 km (900 miles) apart.
The hyperloop capsules are expected to travel between 300 mph and 760 mph (960 kph – 1220 kph), for an average speed of about 600 mph.  The 350 mile trip between Los Angeles and San Francisco would require about 35 minutes.
The tube is operated at a near-vacuum, at about 1/1000 of an atmospheric pressure at sea level.  Capsule would be levitated by air pressure to reduce friction.  Initial design calls for transport of 840 passengers per hour.   Capacity is expected to be easily increased by shorter intervals between departures.

Oil and Gas Production from Shale Reservoirs
US shale production from shale reservoirs has increased ten-fold, from 2.5 BCF/d to 25 BCF/d, in eight years since 2007.

Shale gas production has increased from 5 BCF in 2007, to 33 BCF in 2013.   Gas from shale wells exceeded supply from conventional wells in 2013 and continues to increase.

 Increased supply has caused prices to decline by over 60%. 
US oil production has nearly doubled since 2008.  Shale oil production reversed a three-decade production decline.
US oil production increased from a low of 5 million bopd in 2008 to over 9 million bopd in 2015. 

Asteroid Exploration
Lockheed Martin is developing the Orion multipurpose spacecraft.

Company working toward asteroid exploration and mining.  Currently developing interim products.  Investors include a bevy of billionaires, including Richard Branson, Larry Page, other Google and Microsoft billionaires, and Ross Perot, Jr.

Another company intending asteroid exploration and mining.  Currently developing interim products.

CrowdSourcing
Definition of Crowd-sourcing.

Kickstarter.

Top ten sites for crowd-sourced fundraising.

Small-business funding through crowd-sourcing.

Directory of Crowd-sourcing sites.

Amateur astronomy site.

Crowd-sourcing scientific projects, including historical document analysis.

Friday, March 13, 2015

How Did Cancer Evolve?

Overview
Cancer seems to exist as a different form of life.  But unlike a virus, a bacterium, or even the rogue proteins called prions, cancer (in humans) does not propagate from victim to victim.  Rather, cancer is simply a cellular disorder, a wrench in the works of cellular reproduction caused by damage to chromosomes.  Each case of cancer should be unique, and ill-adapted in comparison to the body’s defenses which have been honed through the ages by the survival of the fittest.

However, cancer possesses adaptive traits which enable the disease to evade the body’s immune response and promote the growth of the cancer.  Such adaptive traits would seem unremarkable in any form of life which changes through the process of evolution.  Evolution allows a species to pass successful traits to subsequent generations.  But cancer originates, develops, and dies with its host.  So how did cancer evolve, and how did it acquire adaptive traits?  It seems to me that this is quite a puzzle in evolutionary theory.  If we understood how adaptive traits have developed in cancer, we might have a better understanding of what cancer is, how it came to exist, and how to defeat it.
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Adaptive Traits in Cancer
There are over 100 known cancers that affect humans.  Cancers are also common among animals that live more than 10 years.  Cancers affect a variety of species, and are caused by a number of known environmental triggers and susceptibilities.  The great majority of cancers, about 90% to 95% , are caused by environmental factors causing cellular damage and resulting in cancer.  There are also genetic susceptibilities to cancer, of which a few types are known in humans.  Genetic susceptibility to specific types of cancer has been bred into laboratory mice as a means of studying cancer and potential cures.  A few types of cancer in the animal kingdom are known to be communicable, but in general, cancers originate and die in individuals.

In 2000, Douglas Hanahan and Robert Weinberg published a landmark paper in the Journal Cell, titled “The Hallmarks of Cancer”.    The authors suggested that all cancers share six common hallmarks which characterize the disease.  In 2010, author Hanahan proposed four additional hallmarks.

The hallmarks of cancer include a number of sophisticated adaptive characteristics, which interfere with the body’s defensive efforts and promote the survival of the cancer.  Benign tumors also include these characteristics, with the exception of the tendency to metastasize, or spread to other areas of the body.

The hallmarks of cancer, as described by Hanahan and Weinberg, include the following traits.
A small table shown in Wikipedia summarized the six traits:

Summary
Capability
Simple analogy
Self-sufficiency in growth signals
"accelerator pedal stuck on"
Insensitivity to anti-growth signals
"brakes don't work"
Evading apoptosis
won't die when the body normally would kill the defective cell
Limitless replicative potential
infinite generations of descendants
Sustained angiogenesis
telling the body to give it a blood supply
Tissue invasion and metastasis
migrating and spreading to other organs and tissues








These traits are described in more detail below. 

>  Self-sufficiency in Growth Signals
Normal cells require chemical growth factors to multiply.  Cancers can grow and multiply without external growth signals, and sometimes produce their own chemical growth factors, such as the platelet derived growth factor (PDGF).  The receptors for growth factors in cancer can also be overexpressed, or mutations of the receptors can provide growth signals to the tumor in the absence of growth factors.

>  Insensitivity to Anti-growth Factors
The growth of normal cells is kept in check by growth inhibitors in the environment surrounding the cell.   Cancer cells are generally resistant to the signals in the body regulated cell replication.

>  Evading Apoptosis.
Apoptosis is the process of programmed cell death, in the event of cellular damage or malfunction.  Though processes involving a number of chemical signals and receptors, cancer cells disable the chemical signals which would signal the damaged cells to die.

>  Limitless Replicative Potential
Normal cells age and die.  The number of times a normal cell can divide is limited to about 40 to 60 times.  The process is the essence of aging.  Telemeres at the ends of the chromosomes are removed with each cell division; when the telomeres are consumed, no more cellular division is possible, and the organism dies of old age.   Cancer cells disable tumor suppressor proteins, and regulate telomerase, the enzyme that maintains telomeres.  Cancer cells circumvent the limits on replication, and can produce “immortal” cells which can reproduce indefinitely without limit.

>  Sustained Angiogenesis
Tumors require a blood supply for growth.   Angiogenisis is term describing how new blood vessels are formed.  Through processes that are not completely understood, cancer cells promote the growth of blood vessels which will feed a tumor.  In certain cancers, cancer cell produce growth factors which encourage the growth of new blood vessels. 

>  Tissue Invasion and Metastasis
Cancer tumors spawn “pioneer cells”, which invade neighboring tissues, or can travel through the bloodstream to other parts of the body.

In 2010, following on the original work, Douglas Hanahan proposed four additional hallmarks of cancer.  Again, several of these hallmarks appear to be adaptive in nature.

>  Deregulated Metabolism
Most cancer cells use abnormal metabolic processes to generate energy.
 
>  Evading the Immune System
Cancer cells appear to be invisible to the immune response from the body.

>  Unstable DNA
Cancer cells generally have chromosomal abnormalities, which progressively increase through the course of the disease.

>  Inflammation
Cancer cells are believed to produce local inflammation.  Recent studies have also identified chronic inflammation as a factor in promoting the occurrence and growth of many types of cancer.

Considerations from Evolutionary Biology
Over-interpretation is common in evolutionary biology.  For a time, it seemed that evolutionary biologists will propose an adaptive purpose for every trait in the animal kingdom.  In truth, many traits are simply the random dispersion of biological variation.  A cardinal is red and a bluebird is blue, but there is no particular reason why either color is adaptive to either species.  Indeed, if snow were a species, evolutionary biologists would undoubtedly declare that snow is white, because it is an adaptive trait.  White snow reflects sunlight as an adaptive characteristic for self-preservation and survival of its genes…except that it has no genes.  Snow is simply white by an accident of chemistry.

Author David Servan-Schreiber writes that cancer hijacks the body’s natural process for healing wounds.  Inflammation, angiogenesis and growth factors all critical elements of the body’s response to injury.  Still, although cancer may represent the body’s healing processes gone wrong, cancer also possesses a number of other specialized traits seemingly engineered to defeat the body’s natural defenses.  How and why did the complete suite of traits develop, and occur over and over again in different ways, in different cancer victims?

Survivorship bias may be another way to account for adaptive traits in cancer.  If I take a wrench and throw it into the engine of a Chevrolet, it is unlikely that the car will go faster.  If I throw a wrench into 10,000 Chevrolets, it is possible that one of them may actually be improved by the mutation.  And if we only study the instances of cars which are improved, it may seem that throwing wrenches into car engines is a consistent way to make cars go faster.  Thus, there may be many breakdowns of cells, most of which are successfully handled by the body, but only a few of which become cancer.   These would represent certain random collections of characteristics.  It is impossible for me to whether the incidence of cancer in its standard forms is merely the result of survivorship bias or a more organized and coordinated disease.

The only genetic heritage that cancer cells have is the human genome.  If cancer possesses sophisticated adaptive traits, it may be because cancer cells have inherited those traits from people in whom those traits were an evolutionary advantage.  How could a process for causing death be an evolutionary advantage?  By clearing out the elderly for the next generation.  (Thanks and credit to to my friend Greg Brown, who suggested this line of thinking and the key phrase.)  If true, this would be an example of group evolution, i.e. natural selection on the level of breeding populations rather than individuals.  That concept has been debated for decades and is still controversial among evolutionary theorists.  The idea of group evolution is currently out-of-favor.  But if cancer has acquired adaptive traits by improving the overall survival of a population, it would be the perfect example of group evolution.

Many things about evolution are not as we believed 40 years ago.   Genes have been shown to “jump” from individual to individual and from species to species.  Environmental factors have proven to affect inheritance through epigenetics, in a way that has sometimes been compared to Lamarkism, the long discredited theory of direct environmental influence on evolution.  It is not unreasonable to suspect that something unknown or not understood may account for the accumulation of adaptive traits in cancer.

The Puzzle of Cancer
So, the mystery is this.   Cancer exists as a set of over 100 different cellular disorders in humans, and many more varieties in other species.  These disorders are caused by a wide variety of environmental triggers and genetic predispositions.  And yet most cancers share a set of common characteristics. 

Eight of the ten hallmark characteristics of cancer appear to be adaptive.  Three of these traits* thwart the body’s attempts to control and remove the cancer.  Five of the hallmark traits promote the survival and growth of the cancer.   How did this suite of highly adaptive traits develop in a set of organisms that have no heredity, cannot evolve, and cannot transmit favorable traits to the next generation?   How did cancer evolve?

* Insensitivity to anti-growth factors, evading apoptosis, and evading the immune system.
* Self-sufficiency in growth signals, limitless replicative potential, promotion of angiogenesis, tissue invasion and metastasis, and inflammation.


References
David Servan-Schreiber, 2007, 2009, Anti-Cancer, A New Way of Life, 274 p.

Animal Cancers
Cancer is common among animals that live more than 10 years.

Cancer hallmarks
90% to 95% of cancers are caused by environmental triggers.

Hallmarks of Cancer, Hanahan and Weinberg