Recently in Complexity Category

The definition of wealth

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The summer is a good time to digest food for thought. The book "The Origin of Wealth" by Eric Beinhocker has proven to be a fertile breeding ground for my mind.

Beinhocker poses the question: what is the origin of our incredible wealth and why does it keep growing?

Classical economic theory does not give an answer. He shows how classical economics is like the medical profession centuries ago. Doctors are doing their best,  struggling to help patients, relying on inadequate and limited diagnostic tools, plausible but incorrect theoretical models and assumptions, rules-of-thumb and common sense developed by trial and error.

Since the 1980's we understand that the economy or "the market' is a specific class of all complex systems that show emergent behavior.  It is clear we have been moving in the direction of more specialization of functions, more diversity in output, more interrelations. Unfortunately our mathematical framework is not able to deal effectively with the non-linear relationships and feedback-mechanisms innate to these systems. A reductionist brute force approach is impossible: the computational effort to calculate all possible states is (near) infinite.

Fortunately computers give us the possibility to simulate these systems and understand more of their behavior.  Like why big integrated organizations or big integrated software systems are so difficult and costly to modify (loss of stability is around the corner).

The interesting question is"  how on earth it is possible for such a complex system to evolve, to reach a stable state and to adapt to changes?

The simulations show that an evolutionary approach (try many different variations simultaneously based on best practices, select the best performing, combine them and create new ones,  try again and repeat ad infinitum) is by far the best.  A system evolves very rapidly to an acceptable ("good enough") state, keeps improving continuously and can adapt quickly to external influences or disruptions. It is far, far better than a Big Man approach: trying to control and steer everything top-down.

So the continuous "tussle" of competing variations under evolutionary pressure is the core driver of our growing wealth. Reduce the tussle and/or reduce the evolutionary pressure :  the growth of our wealth slows down.

The big "If" however is the direction of the evolutionary pressure implied by "select the best performing variations".  What is "better" in a selection ?  Beinhocker argues " bigger GDP, higher productivity, more profit, bigger bonus"  is too limited and can lead to less wealth instead of more. We need an improved definition of "better".

Based on his arguments one can define  an increase in wealth as:

-          An increase in choices and options we have how to lead our lives

o   Given the energy and time we have as individuals

-          Without reducing the choices and options of others , now and in the future

o   Which implies that we have to preserve  our environment

So a better broadband pipe to an unmitigated Internet is an increase of wealth. The end-to-end paradigm results in an increase of wealth.  Price differentiation that gives more options is an increase of wealth, but artificial scarcity to improve profits is a decrease of wealth (Net Neutrality).  Walled gardens are a decrease of wealth .

 More efficiency which results in lower prices increases wealth but the bigger increases are generated by increasing our options: like mobile voice and mobile Internet, or search engines like Google (although they hardly show up in GDP and productivity statistics).

Less "tussle" by reducing competition slows the growth of wealth. Less evolutionary pressure by lowering the bar overall or focusing on the lowest common denominator reduces the growth of wealth: yes, rural areas need broadband but keep the pressure on the front runners to keep on improving.

An inspiring definition of "better", worth to explore further.

Gapminder is a non-profit venture promoting sustainable global development and achievement of the United Nations Millennium Development Goals by increased use and understanding of statistics and other information about social, economic and environmental development at local, national and global levels. We are a modern "museum" that helps making the world understandable, using the Internet.

Nice words, but they do not tell how stunning the visual  and moving graphics are that they have created from the statistics. A real treat.

Check it out over here. And enjoy the video about the hype on the mexican flu.




Augmented

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We associate data-goggles with 3D-movies, entertainment. But BMW shows us how to think differently, how IT can help us with intuitive support, augmenting reality. As with the "Sixt Sense", a great indicator of how our future might very well become.

(Hat tip Dirk)


Jamiton

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A "soliton" is a self-reinforcing solitary wave (a wave packet or pulse) that maintains its shape while it travels at constant speed (Wikipedia). Researchers at MIT have discovered that the mathematics describing traffic flow under high densities are quite similar to the fluid dynamics equations that describe solitons. 
They have coined the term "jamiton" (jam-soliton) to describe the well known effect that in dense traffic a traffic jam appears for no apparent reason. 

Hopefully this breakthrough will lead to knowledge how to prevent these traffic jams.

(Source: Wired)

How traffic jams are created out of thin air

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A nice Youtube movie showing the effects of drivers interacting in a stream of cars on the highway. Only a minor perturbation will ripple through the system and create shockwaves.
A fine demonstration of emergent behaviour in complex systems.


Lies, damn lies and productivity statistics

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One of my favourite blogs is Evolving Excellence, dedicated to Lean Thinking in production and services. Outspoken, opiniated but well researched, practical.
Bill Waddell , one of their prominent bloggers referred in one of his blogs to a stunning fact.

The productivity statistics as published by the Bureau of Labor Statistics of the USA are fundamentally flawed and overrate the actual productivity.


"Conceptually, the impact of offshoring is more pronounced in manufacturing measures than in business sector measures, provided the domestic manufacturer is purchasing the offshored goods or services as inputs. ... If a domestic computer manufacturer switches from domestic to foreign suppliers of intermediate parts such as memory chips or call center services, real manufacturing sectoral output is unchanged because the real value of the computer is unchanged. Because U.S. jobs are lost (all other things unchanged), labor productivity will rise. If the U.S. manufacturer switches most of its production to off-shore facilities, labor productivity might rise substantially." 

As Bill says " In other words, if the furniture factory lays off all of the people who make legs, seats and backs, and buys those parts from China, but keeps the few people who do the final chair assembly, the jobs lost to China are called "productivity"."

I remember all the economists and journalists praising the USA for its high productivity growth, compared to the EU. The better system...
Apparently at least a part of it was a (convenient) damn lie, keeping the foreign investment dollars coming to the USA.