Age of Intelligence

Economically speaking, man's journey through the centuries has been classified into a few broad ages by economists. 

It started with the Agrarian age where the economy was centered around agriculture and farming. 

With the invention of the steam engine, the world was propelled into the industrial age. During this period, the emphasis was around the the ability to mass produce quickly and cheaply with the steam engine and subsequently other form of engine to leverage the productivity of mankind. The notable events include Henry Ford's first mass produced Model T car. 

The birth of the computer brought us into the information age where the adage information is power reigns supreme. The information age not only brought with it the power of information but it also transformed thinking from a product based to a service based denominator as it is one of the earlier industry to venture into the outsourcing paradigm. Instead of buying a printer, ink to print reports, in the the service age, it would be buying a printing service that would provide the printer and ink, maintenance service for the printer and at times even the paper and charge on the basis of number of printed pages. 

This was soon followed by what is known as the experiential economy championed by economist Joseph Pine and James Gilmore who wrote 'The Experience Economy' in 1999. In it, they chronicled the development of our economy from the agrarian, industrial, service and finally to what they termed as the experience economy using the analogy of how birthdays has meant different things through the ages. In the Agrarian economy, it centered on the flour needed to make the birthday cake. In the industrial age where things are largely mass produced, it was on buying the pre-mixed ingredients to reduce the time needed to bake the cake. As it progresses to the service age, it was likely to be buying a ready made cake and having it delivered as a service to the birthday venue. With the further transformation of the economy, the birthday is likely to entail a celebration at a fast food joint like Macdonald with organized birthday games, food and a magic show to entertain the kids and the cake is thrown in free.


As economic distinctions progresses and becomes less tangible, we begets the question on what shapes the economic offering of our day? Having pondered in it for a while, I postulate the age of intelligence. While the marriage of telecommunications and computers which herald us into the age of information and the 'Death of Distance' as written by Frances Cairncross. Knowledge on tap being available almost anywhere, anytime in the abundance that puts information available on the internet in terms of terabytes upon terabytes and search engines like google and yahoo making finding knowledge easier. Surely information and its smarter descendant knowledge can no longer be a formidable differentiator. If I need to find out which year George Washington was born and with ready access to internet, almost anybody with some basic information age skills can tell you that it is 1732.

Welcome to the age of intelligence whereby the key differentiator is intelligence in itself and no prize for this answer. How is intelligence different from all its predecessors?

Using part of the economic distinction model developed above by Pine & Gilmore, I would use an old world analogy to describe the this new paradigm and thereafter add further dimensions which is central to the understanding of the age of intelligence.

In terms of economic function, we have seen the progression from extract in the agrarian, make in the industrial age, deliver in the services age,stage in the experiential age and perhaps discover in the knowledge age. In the age of intelligence, it is likely to be problem solving. Problem solving differentiates itself from discovery knowledge in the additional dimension of applying the relevant knowledge to solving a problem. In the old adage of knowledge is power on the job, it not longer applies as in the age of intelligence, the differentiating factor would lie not only in the ability to acquire knowledge which is fast eroding in the age of ubitquous internet which makes knowledge readily available on tap but forming solutions through intelligent use of knowledge.

In the agrarian age where the produce is mainly farm based, the time dimension becomes critical as most products are fungible. Into the industrial age where the emphasis is on mass production of durables like cars, consumer white goods etc, the time dimension becomes less important as the produce are more tangible. The transition into the service economy brings back the importance of the time dimension to a higher level of criticality whereby the produce is intangible and cannot be stored. What is not consumed is lost along the time continuum. With memorable experience as the hall mark of the experience economy, the time dimension sort of flip flop back some what but on slightly different scheme in terms of sustainability after consumption. The age of intelligence is a combination of permanence and fungibility. Permanent in the sense that once a solution to a problem is found, it can be readily applied over and over again and fungible because the problem is also likely to change requiring new solution.

Mother nature was the centre of attention in the agrarian time from the condition of the soil to the weather and the natural mix of animal and plant habitat that determines the produce of the day. So the saying of the day is let nature takes it course as man kind is very much at the mercy of nature. As men progress into the industrial age, destiny became more deterministic as the major produce of that period centre on products that are less dependent on mother nature. Perhaps as an antidote to the wave of similarity that mass production of the industrial age generates, the service era majors on the customizability as opposed to 'me too' syndrome of mass production. In order to appeal to the heighten experiential senses of the experience economy, personalization wins the day as emphasis is on being able to create a unique and long lasting experience for the consumer. Learnability becomes the key in the knowledge age but as we turn the corner into the age of intelligence, assimilability of knowledge becomes key as knowledge itself does not transform but once assimilated into its eco system or context, it illuminates.

The role played by buyer and seller also plays an important transformation through the different economic era as highlighted by Pine and Gilmore above. To take this concept further, the role of buyer and seller ended with that of a stager and guest respectively in the experiential economy. In the knowledge economy, the seller is likely to be a patent, copyright or trademark owner playing the role of a licensee and the consumer a licensor as originality of knowledge is key. However, in the age of intelligence, the seller is likely to be a provider and the seller a client like in the service economy. The key differentiator from the service economy is the emphasis on uniqueness rather than quantifiability and repeatability.

We would explore the implication of the age of intelligence in my next installment of writing.





Peter Lye aka lkypeter.blogspot.com

Safe Harbor. Please note that information contained in these pages are of a personal nature and does not necessarily reflect that of any companies, organizations or individuals. In addition, some of these opinions are of a forward looking nature. Lastly the facts and opinions contained in these pages might not have been verified for correctness, so please use with caution. Happy Reading. Peter Lye



Max Bruch Violin Concerto No 1 Op 26 in G minor-Financial Reward

Much has been said that most artist die a pauper only to have their works attain popular acclaim after their passing. There is a slight twist to this fairly popular violin concerto by German romantic composer Max Bruch or rather that his violin concerto which was his most famous work of the about 100 compositions that he wrote during his lifetime of about 82 years. He actually saw this work attain popularity during his lifetime but he was not to be sufficiently rewarded for it as he sold the rights to this concerto for a one time payment as it was not well received during its premiere as he could have wanted to cash in on whatever he could lay his hands on financially. Having a lawyer for a father Max Bruch must have appreciated the consequences of his outright sale of his work though his father did not practiced law for a significant period and spent a large part of his career as a police chief.

Another significant aspect is that he reached a career fork very early in his life of having to choose between painting or music as he was talented in both. It seems that he made a right decision in choosing music. The other significant part is his love for violin although he started his music career on the piano. He once remarked that the violin can sing a melody better than a piano and that melody is the soul of music. He composed a total of 3 violin concertos but it was his first violin that sealed his fame as a composer.

On his ancestral roots, there has been some speculation that he has a Jewish bloodline instead of Germanic bloodline for which he was very proud of. This was partly due to one of his composition Kol Nidrei that has some hebrew over tones. He went to great length to refute this and he was also a Bismarck sympathizer in terms of his plan to achieve unification of Rhineland.

Although the concerto was set against a minor key it was more melodious than melancholic in nature. In fact, some would say that there seems to be some parallel between this violin concerto and that of Mendelssohn's violin concerto which is also keyed in minor. This could have it roots as Mendelssohn was not only his contemporary but a good friend of his. Being a flag bearer for romantic era style of music, he vehemently resisted the contemporary 'Neudeutsche' of his time which promoted a darker and more complex style as opposed to his more traditional and folk style.

I have the following recording of this concerto:

1.Two of which is by violinist Yehudi Menuhin. One of which is with the London Symphony Orchestra conducted by Adrian Boult and the second accompanied by London Philharmonia Orchestra under the baton of Walter Susskind.

2. Soloist Ruggiero Ricci with London Symphony Orchestra conducted by Piero Gamba



3. Kyung-Wha Chung with Klaus Tennsedt conducting London Philharmonic Orchestra



4.Janine Jansen with Riccardo Chailly conducting Gewandhausorchester.



5. David Oistrakh with London Symphony Orchestra conducted by Lovro von Matacic



6.Shlomo Mintz with Chicago Symphony Orchestra conducted by Claudio Abbado.



Of these recordings, my favorite is the version by David Oistrakh as his interpretation seems to be the most melodic of them all in my opinion. Janine Jansen plays it in a very emotive manner while both recordings of Yehudi Menuhin is most probably technically the most faultless.

Peter Lye aka lkypeter.blogspot.com
Safe Harbor
Please note that information contained in these pages are of a personal nature and does not necessarily reflect that of any companies, organizations or individuals. In addition, some of these opinions are of a forward looking nature. Lastly the facts and opinions contained in these pages might not have been verified for correctness, so please use with caution. Happy Reading. Copyrights of all contents in this blog belongs to Peter Lye unless stated otherwise.

Friedman vs Keynes Joke

"With Milton Friedman as your economic adviser, you have nothing to worry about the threats from a few hundred million hostile Arabs."

by John Kenneth Galbraith ( A Keynesian champion ) answering an Israeli reporter on his view on the appointment of Milton Friedman as an economic adviser to Israel.

Tchaikovsky Symphony No 4 Op 36-Fate and Commentary

Of the 6 symphonies that Tchaikovsky composed, it is quite common to group 1-3 as the first group and 4-6 as the second group. The 4th symphony here presents a defining departure from the 1st group of symphonies in that Tchaikovsky starts to be confident of his own style to depart away from the strict Germanic symphony style and combined it with the more tuneful romantic era. In fact the 1st movement is quite long at about 20 minutes that some would classify the first movement as a symphonic poem with 3 additional movements instead of a symphonic work with 4 movements.

The second unique feature of this symphony being that Tchaikovsky actually penned an  accompanying commentary to the composition which is rather rare and one of the reasons could be that he is dedicating this symphony to his patroness Nadezhda von Meck and the commentary could be something requested by her. This act like a sort of a double edged sword. For one, we have access to the original intent of the composer to the various passages. However, it also constrained subsequent music interpreters the latitude to impute their own reading of the symphony. The beauty of symphonic work lies partly with the mystique and multifaceted properties that makes it evergreen.

Thridly, there is some parallel between the symphony and Beethoven's Symphony No 5. Both start with a signature motif of ta ta ta ta that is repeated in various form throughout the symphony. Tchaikovsky himself made mention of this parallelism and also gave a an explanation that both symphonies are about fate and both happen to be fairly melancholic and penned in the minor scale. 

As with most artistic works, its premier at Saint Petersburg by Nikolai Rubenstein was not very well received. Because Tchaikovsky was not present at the premier, he only had second hand account from Rubenstein that the symphony was well played and keeping him in the dark about comments from some critics that found the symphony brilliant in parts but less impressive overall. However, this symphony has grown in popularity that it is quite a staple in the programs of many concerts as well as being widely recorded as well.

This symphony was also composed against Tchaikovsky personal backdrop of his failed marriage and could therefore account for the strong measure of melancholic nature. The other famous piece that Tchaikovsky composed right after this work was his all time famous and only violin concerto and perhaps there are shades of this symphony present in his violin concerto.

The few recordings that I have are as follows:

1.Neeme Jarvi conducting Gothenburg Symphony Orchestra






2.Kurt Sanderling conducts Leningrad Symphony. Sonically not as good as on initial hearing as it was done in MONO but after a few listening, my opinion of MONO recording begin to change.
3.Karajan with Berlin Philmoniker because Karajan is also known to be a Tchaikovsky authority. You cannot fault his technically prudence approach to this piece tempered with a good dose of emotions.




Of these recordings, the version by Neeme Jarvi is sonically better that the other two being a more recent recording and also being done on SACD. However, my favorite is still the interpretation by Karajan seems to bring out the melancholy in the piece very well without being technically too off mark in my humble opinion.


Peter Lye aka lkypeter

Safe Harbor. Please note that information contained in these pages are of a personal nature and does not necessarily reflect that of any companies, organizations or individuals. In addition, some of these opinions are of a forward looking nature. Lastly the facts and opinions contained in these pages might not have been verified for correctness, so please use with caution. Happy Reading. Peter Lye 


Free Market and Economic Tsunami of 2008

In October 2008, I wrote an article about Lehman Brother fallout and in it, I quote "In 1993, the much respected Alan Greenspan went before the US Congress to testify in his capacity as chairman of the Fed that the government should leave the credit derivative market to its own devices as it serves to transfer risk from those who cannot afford to carry it to those are willing to take the risk for a price.". Being a free market advocate, 2008 has been a year of much unlearning and humbling acknowledgement that free market is not all that perfect and to coin Adam Smith's famous "Invisible Hand" as the be all and end all in terms of market pricing except that he also have a caveat on the hazards of monopolies undermining the greater good of mankind. Milton Friedman in his book "Free to Choose" strongly advocated that "markets always work and only market works" and therefore doubt "government intervention" could ever serve a useful purpose.

All these economists are my heroes and I still do believe them to be fundamentally correct in their posture on world economics but would place the following caveats in light of the events unfolding before our eyes in 2008.

Firstly, in light of the break down of the credit derivative market bring down with it Lehman Brothers as well as AIG, I think that Greenspan could be wrong about leaving the credit derivative market un-regulated. I think there is a marked difference between market regulation and market intervention although the two seems to be similar but their differential makes its practice a world of difference. Regulation has to do with setting up rules of engagement for market participants, increasing price transparency and reducing product differentiation factors, ensuring proper market clearing and making buyers and sellers 'blind' in terms of counter-party by guaranteeing counter-party ability to full-fill the trade. This is normally done through a regulator like SEC and an exchange like NYSE. It is important to note that the regulator and exchange should preferably be two separate entities to ensure that they do not land into a conflict of interest situation. In addition, the regulator like SEC must be government controlled but the exchange like NYSE can have its ownership in the hands of the market. This is what I meant by governmental market regulation. Government market intervention on their hand is the participation of the government either directly or indirectly as a market participant. Examples of which are government ownership of enterprises that provides goods that are also provided by private enterprises. The key here is that the goods can or are already provided by private enterprise and therefore, there is very little reason for governmental participation in the market. The exception would be 'public goods' which Milton Friedman also agreed should be produced by government. Conceptually, public goods such as policing, fire safety, major infrastructure that is enjoyed by all and sundry in the economy like parks, roads, fire service,education etc and are necessary for a community to function properly.

Secondly, there is an issue of time frame by which these concepts are tenable. In most if not all cases, the economic concepts will apply in the longer run rather than in the short run. There is general consensus in the economic community that in the shorter run, there could be price disturbances and market imperfection. However, the period of such shorter term market imperfections in terms of the intensity of the impact as well as its duration could make such models untenable as the economic tsunami during such period could have far reaching social and political impact that could de-stabilize a society beyond redemption. Chief amongst the shorter run social ills like unemployment and stagflation could destroy a whole generation before time could be in time to heal it. Economists have long recognized these situations and even labelled them as business cycles. In the past century, we have witnessed a few of these major ones that like in the years 2008, 1998, 1973 and 1929. Of course there are some who will argue that such cycles were made worse by inappropriate governmental intervention for example the monetarist camp and the keynesian camp on whether pump priming and controlling money supply as key to ridding out such cycles successfully. For the free market to always work and the market is the only workable solution, we will need a solution to the issue of business cycle for which there is no common consensus on what is right and workable.

Thirdly, we come to the issue to what is the correct and equitable distribution of economic wealth and woes in a society. Gini's coefficient is commonly used to measure the dispersion of income in a society. The greater the coefficient, the greater the gap between the rich and the poor in a society. Of late, there has been a re-thinking of Gini's coefficient accuracy in portraying the state of the rich poor gap as it measures only income and not wealth but this a minor detail. 



Generally, we can see that on a global basis, there seems to be little significant trend pointing to an upward or downward trend of this coefficient but we do note that for USA which is one of the louder proponent of free market that the coefficient has risen over time since world war II. It is also interesting but not surprising to note that when economies like China move from centrally planned to free market, we can see a marked increase in the coefficient as the free market economy takes shape over time. An interesting thing point to note that the coefficient for the Nordic countries has been on a downward trend and these are the countries with one of the higher effective tax rate globally. What I see missing is a correlation between the Gini coefficient and business cycle and perhaps I should take up this challenge when my circumstances allow me to. However, to me a lack of demonstrable correlation between business cycle and the Gini coefficient is worrying enough as I would expect the Gini coefficient to be southward bound in tandem with the business cycle as non-linear or a northward bound Gini coefficient would mean that the poorer shouldering a larger share of the economic downturn of a business cycle. This could actually have societal instability if the impact of on the poorer segment becomes unbearable or there is a general lack of economic equalizers in terms of either transfer payments,estate duties or equal opportunity rules in terms of access to education and employment opportunities that allow for mobility both ways across the rich poor continuum.

In concluding, I would only say that although free market might not be perfect, it is most probably the best that is available to us. The secret lies in how we fine tune this wild animal of the free market to behave in a socially acceptable to all humanity.

Peter Lye aka lkypeter.blogspot.com


Safe Harbor. Please note that information contained in these pages are of a personal nature and does not necessarily reflect that of any companies, organizations or individuals. In addition, some of these opinions are of a forward looking nature. Lastly the facts and opinions contained in these pages might not have been verified for correctness, so please use with caution. Happy Reading. Peter Lye