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I AM RESTLESS

I AM RESTLESS: Switchfoot.

I am the sea on a moonless night
Calling falling, slipping tides
I am the leaky, dripping pipes
The endless, aching drops of lights

I am the raindrop falling down
Always longing for the deeper ground
I am the broken, breaking seas
Even my blood finds ways to bleed

Even the rivers ways to run
Even the rain to reach the sun
Even my thirsty streams
Even in my dreams

I am restless
I am restless
I am breathless
I’m looking for you

I am restless
I run like the ocean to find your shore
I’m looking for you

Running for the other side
The world that I’ve always been denied
I’m running for the infinite
With the tears of saints and hypocrites

Oh, blood of black and white and grey
Oh, death in life and night in day
One by one by one
We let our rivers run
They run restless
Run restless
Drifting and breathless
I’m looking for you

We run restless
We run like the ocean to reach your shore
I’m looking for you

I can hear you breathing
I can feel you leading
More than just a feeling

I can feel you you reaching
Pushing through the ceiling
Till the final healing
Everything completing

Until the sea of glass we meet
At last completed and complete
Where tide and tear and pain subside
And laughter drinks them dry

I’ll be waiting
Anticipating
All that I aim for
What I was made for

With every heartbeat
All of my blood bleeds
Running inside me
I’m looking for you

Tokari 001

The Language:  Intrinsic Nature and Structural complexity

Perspectives from- Steven Pinker, Mark Pagel, Lera Boroditsky, BBC-Why do we talk

P-1:

Language is fascinating process because it allows one to implant a thought from one’s mind directly to someone else’s mind and at the same time be implanted by someone else’s thought.(Mark Pagel’s Language and Thought)

Symbols have great influence on the human mind. But great symbols in religion were not created indefinitely. We find that they are the natural expressions of thought. We think symbolically. All our words are but symbols of the thought behind, and different people have come to use different symbols without knowing the reason why. It was all behind, and these symbols are associated with the thoughts; and as the thought brings the symbol outside, so the
symbol, on the contrary, can bring the thought inside. (Swami Vivekananda’s Symbolic embedding)

There is an innate capacity for grammar (sentence making) and it’s triggered and shaped by environment. The acquisition of any given language is simply learning what different parameter settings are. For example-’Pro-drop’ English and Portugese (Steven Pinker’s Language as Instinct)

Language is a piece of “social technology” that allowed early human tribes to access a powerful new tool: cooperation. Some time around 200,000 years ago, our species first arose and acquired social learning, ability to learn from others by copying or imitating or simply watching. Language was developed as systems of communication that would allow us to share ideas and to cooperate amongst others and also restrict . (Mark Pagel’s Language as Social mechanism)

 

Pitari 001

Excerpts from Ratan Tata’s speech at the Nano unveiling ceremony (Source: Young India Fellowship Facebook)

Ladies and Gentleman, thank you for being with us on this memorable occasion.

There are no celebrities at this function nor any dance routines. The center of attraction for this morning’s event is the new Tata car which we are unveiling. We’re going to take you on a small journey. A journey that symbolizes the human spirit of change, the will to question the unquestionable, the drive to stretch the envelope.

Ladies and gentleman, I invite you to join me in this journey of innovation and evolution. The quest to lead and the quest to conquer. It is this quest that led to the first manned flight by the Wright brothers.
Today, thousands of aircrafts travel the skies carrying millions of passengers across the globe in safety and comfort. The same quest for leadership and conquering new frontiers led to landing man on the moon, an unheard of and unbelievable achievement at that time. Innovation and evolution led to the creation of a bicycle which the rider pedaled to move faster than walking. Later, innovation motorized the bicycle to create the motorcycle and the scooter, providing motorized transport for up to two persons.
The ENIAC computer in 1945, considered among the highest powered at that time filled an entire room. Today, the power of that huge machine is exceeded in the personal computer that sits on our desks or in fact, that we carry as laptops in our briefcases.There are solutions for most problems.
The barriers and roadblocks that we face are usually of our own making and these can only be demolished by having the determination to find a solution, even contrary to the conventional wisdom that prevails around us, by breaking tradition.

Today’s story started some years ago when I observed families riding on two wheelers, the father driving a scooter, his young kid standing in front of him, his wife sitting behind him holding a baby and I asked myself whether one could conceive of a safe, affordable, all weather form of transport for such a family. A vehicle that could be affordable and low cost enough to be within everyone’s reach, a people’s car, built to meet all safety standards, designed to meet or exceed emission norms and be low in pollution and high in fuel efficiency.

This then was the dream we set ourselves to achieve. Many said this dream could not be achieved. Some scuffed at what we would produce, perhaps a vehicle comprising two scooters attached together or perhaps an unsafe rudimentary vehicle, a poor excuse for a car. Let me assure you and also assure our critics that the car we have designed and we will be presenting to you today will indeed meet all the current safety requirements of a modern day car. Of late, when it became known that we will in fact be making such a car, the attention has moved to questioning the pollution it would create.

Let me again assure those who have concern for the environment that the car we present to you today will meet all current legislated emission criteria and will have a lower pollution level than even a two wheeler being manufactured in India today. Concerns are also now being expressed about the congestion that could be caused by the existence of our small car in large numbers. I believe this needs to be put in the right perspective.

There is no doubt that India is woefully behind its neighbours in infrastructure. The government is endeavoring to address this situation with its new road policy. Looking ahead, five years from today, were we to produce and sell 5,00,000 small cars every year, we would then, at the end of five years constitute approximately 2.5% of all passenger vehicles in the country. This could hardly be considered the nightmare of congestion that is being raised today about our new small car. Despite what the critics said, despite what our antagonistic did, we pursued our vision to give India an affordable people’s car that had not been produced anywhere in the world.

In fact, a car that most people said could not be manufactured for that kind of price. But we never took our eyes of our goal. Today we will present what a young group of engineers and designers gave their all, for about four years to achieve. Anyway I have said enough ladies and gentlemen, now I give you the new car from Tata Motors, the people’s car that everyone has been waiting for. Ladies and gentlemen, thank you again for being with us.

We are very pleased to present these cars to you today. They are not concept cars. They are not prototypes. They are the production cars that will roll out of the Singur plant later this year. And these will come in several variants. You have today on the stage one basic car or standard car and two deluxe cars which will have air conditioning also. Yes there will be air conditioning. This is been referred to as one man’s dream and indeed it was.

But it took a tremendous amount of team work to convert this or translate this into reality. And I think it would be but fair and fitting to recognize and acknowledge the achievement of young group engineers who undertook the challenge for four years and great sacrifice to themselves and produced this car. I’d like to acknowledge Girish Wagh who headed the team. Girish, would you come up here? And some of his team members who are here with him.

There are close to five hundred people in the team and obviously not all of them can be here, so on behalf of all of us we would like to acknowledge, on behalf of the company what the team has been able to do. All five hundred of them.

I would also like to ask Ravi Kant (Managing Director, Tata Motors Ltd.), Prakash Telang (Executive Director (Commercial Vehicles), Tata Motors Ltd.) and Rajiv Dube (President (Passenger Cars), Tata Motors Ltd.) to join me up here at this time.

Let me say something about the car. The cars you see, as you can, are four door, they will seat four to five persons, they are powered by a 33 horse power, 624 cc engine. In size, externally it is approximately 8% smaller, bumper to bumper, than the Maruti 800. But internally it is 21% larger in passenger space. Fuel economy in terms of mileage, it’ll be around 20 kilometers per liter or approximately 50 miles a gallon. As I said earlier, much has been said about emission and much has been said about congestion and safety.

Let me address the emission and the safety issues. In emissions as I mention, the car has, in fact passed the full frontal crash test that is required in this country (India). But it is also been designed to pass the offset and the side crash which is required internationally. So that the car can, in fact, be sold internationally. In terms of pollution, it today confirms to Bharat III and in fact today with this engine will indeed meet Euro IV which is not yet required in this country (India).We decided we’d call it Nano because it connotes high technology and small size. So we stayed with the name.

Finally all of you have been conjecturing about the price. And since we commenced this exercise four years ago, we are all aware that there has been a very steep increase in input prices of steel, tires and various and sundry other inputs. Bearing all this in mind, I would like to announce today that the standard car will in fact have a dealer price of One Lakh Only (100,000 INR), VAT and transport being extra.

Now having said that, I just want to say that that is because a promise is a promise and that’s what we would like to leave you with.

This post is from an article by Chris Quigg.

I have a friend who’s an artist and has sometimes taken a view which I don’t agree with very well. He’ll hold up a flower and say “look how beautiful it is,” and I’ll agree. Then he says “I as an artist can see how beautiful this is but you as a scientist take this all apart and it becomes a dull thing,” and I think that he’s kind of nutty. First of all, the beauty that he sees is available to other people and to me too, I believe. Although I may not be quite as refined aesthetically as he is … I can appreciate the beauty of a flower. At the same time, I see much more about the flower than he sees. I could imagine the cells in there, the complicated actions inside, which also have a beauty. I mean it’s not just beauty at this dimension, at one centimeter; there’s also beauty at smaller dimensions, the inner structure, also the processes. The fact that the colors in the flower evolved in order to attract insects to pollinate it is interesting; it means that insects can see the color. It adds a question: does this aesthetic sense also exist in the lower forms? Why is it aesthetic? All kinds of interesting questions which the science knowledge only adds to the excitement, the mystery and the awe of a flower. It only adds. I don’t understand how it subtracts.

Richard Feynman was my teacher long before we met. Ten years after his death, he remains an inspiration and example to me and to many physicists, as well as the icon of a public scientist to a growing legion of admirers in the world at large.

Feynman in life was a remarkable presence. There was Feynman the peerless scientist: the Nobel laureate who had constructed the theory of photons and electrons, invented the little diagrams that supplanted equations as the way physicists think about fundamental processes, and spoken delphically of antiparticles as particles moving backward through time. There was Feynman the captivating lecturer: the performance artist, really, who took seriously both his subject and his audience, invested himself in every lecture, and punctuated his performances with wisecracks and homilies alike. And, of course, there was Feynman the character: the bongo-playing safecracker who stood up for the First-Amendment rights of topless dancers.

When I did meet Feynman—having heard him lecture on film and in person, having studied the classic papers and worked through his two little books on Quantum Electrodynamics and The Theory of Fundamental Processes—I saw yet another face. One evening at a conference at Cornell in 1971, he took me off to a quiet corner and acted as if he expected to learn something from me. That was ridiculous, but the man was serious! For more than an hour, he kept asking, “What do you know?” and “How do you know that?” and “How do you think about that?” and “What do you think that means?” It wasn’t long before I began to feel that he had inserted a catheter into my skull and was siphoning out every lonely thought. This was Feynman the comrade, who wanted to learn to think the way Nature does, the man who loved ideas—and not just his own.

The Meaning of It All is drawn from three lectures that Richard Feynman gave in April 1963 at the University of Washington on the theme, “A Scientist Looks at Society.” The talks came as the world was still exhaling after the Cuban missile crisis, two weeks after Pope John XXIII issued Pacem in Terris, at a moment when the tyrant Trofim Denisovich Lysenko still directed the Institute of Genetics in the Soviet Union. Feynman himself was just completing the two-year introductory course we know as the Feynman Lectures in Physics, would soon give the famous Messenger Lectures at Cornell (which physics students still watch in grainy black-and-white film), and would receive the Nobel Prize in 1965 with Julian Schwinger and Shin’ichiro Tomonaga.

In “The Uncertainty of Science,” we find Feynman on familiar ground as the jubilant tour-guide to scientific insights and the fervent apostle of “science as a method for finding things out.” Of the things we have learned through science, he writes, “This is the gold. This is the excitement, the pay you get for all the disciplined thinking and hard work. The work is not done for the sake of an application. It is done for the excitement of what is found out. … [W]ithout understanding that, you miss the whole point. … You do not live in your time unless you understand that this is a tremendous adventure and a wild and exciting thing.”

As a method for finding things out, science lives by its disdain for authority and its reliance on experimentation. The seventeenth-century gentlemen who founded the Royal Society of London took as their motto Nullius in verba—Don’t take anyone’s word for it! For Feynman, science “is based on the principle that observation is the judge of whether something is so or not.”

“Why repeat all this?” he asks rhetorically. “Because there are new generations born every day. Because there are great ideas developed in the history of man, and these ideas do not last unless they are passed purposely and clearly from generation to generation.” But Feynman does not merely “repeat all this.” He shows that the strength of science lies in its provisional nature, its open-mindedness, its capacity for doubt and uncertainty. Perhaps, he suggests, science’s experience with doubt and uncertainty is its great lesson for humanity.

“It was a struggle to be permitted to doubt, to be unsure. And I do not want us to forget the importance of the struggle and, by default, to let the thing fall away. I feel a responsibility as a scientist who knows the great value of a satisfactory philosophy of ignorance, and the progress made possible by such a philosophy, progress which is the fruit of freedom of thought. I feel a responsibility to proclaim the value of this freedom and to teach that doubt is not to be feared, but that it is to be welcomed as the possibility of a new potential for human beings. If you know that you are not sure, you have a chance to improve the situation. I want to demand this freedom for future generations.”

In “The Uncertainty of Values,” Feynman argues that by admitting ignorance and uncertainty we may find hope for human institutions. “Looking back at the worst times, it always seems that they were times in which there were people who believed with absolute faith and dogmatism in something. And they were so serious in this matter that they insisted that the rest of the world would agree with them. And then they would do things that were directly inconsistent with their own beliefs in order to maintain that what they said was true.”

Feynman steps outside the safe terrain of scientific discourse because he acknowledges the limitations of science, and because “[w]estern civilization, it seems to me, stands by two great heritages. One is the scientific spirit of adventure—the adventure into the unknown, an unknown that must be recognized as unknown in order to be explored . . . To summarize it: humility of the intellect. The other great heritage is Christian ethics—the basis of action on love, the brotherhood of all men, the value of the individual, the humility of the spirit.”

He sees the ideological struggle between east and west not “as between socialism and capitalism, but rather between suppression of ideas and free ideas.” He believes that the “writers of the Constitution knew the value of doubt. In the age that they lived, for instance, science had already developed far enough to show the possibilities and potentialities that are the result of having uncertainty, the value of having the openness of possibility. … Doubt and discussion are essential to progress. The United States government, in that respect, is new, it’s modern, and it is scientific.”

Whether you find Feynman’s political science insightful or naïve, the link between science and freedom has not lost its importance. Czech President Vaclav Havel, who saw through every Stalinist lie except the specious claim that the Soviet system was “scientific,” now delivers postmodern indictments of the scientific world-view he links with totalitarian régimes. But here is Feynman: “Where did we ever get the idea that the Russians were, in some sense, scientific? … [I]t is not scientific … to be blind in order to maintain ignorance.”

The final lecture in this collection, “This Unscientific Age,” is a grab-bag of opinions and ideas, as long in print as the first two lectures combined. Here we find Feynman’s take on the John Birch Society: “They don’t have a sense of proportion.” There is also an early indication of his impatience with NASA: “It’s not necessary that we have so many failures, as far as I can tell. There’s something the matter in the organization, in the administration, in the engineering, or in the making of these instruments. It’s important to know that. It’s not worthwhile knowing that we’re always learning something [from these needless failures].”

Most provocative is Feynman’s attitude toward religion as an impulse toward ethical behavior. In scientific matters, we require not only the correct conclusion, but also a correct chain of reasoning. What matters to Feynman in human affairs is not the motivation, but the behavior. He receives John XXIII’s encyclical letter on establishing universal peace in truth, justice, charity, and liberty with optimism “as the beginning, possibly, of a new future where we forget, perhaps, about the theories of why we believe things as long as we ultimately, as far as action is concerned, believe the same thing.”

The Meaning of It All is the chance to spend a few hours in Feynman’s company, to ponder and debate his ideas. It is also an unspoken challenge to physicists to think about the cultural and spiritual value of science and, following Richard Feynman’s example, dare to think aloud and in public.

Dominance of Cooperation

This idea of ‘cooperation’ is entwined with our entity. It’s all around us. I have tried to analyze how cooperation can emerge and persist as elucidated by application of game theory.

This question was systematically probed by Robert Axelrod as ‘Under what conditions will cooperation emerge in a world of egoists
without central authority?’.

‘Selfish Gene’:  ?

Natural selection produces systems with the implicit goal of optimizing their fitness. Yet we do observe coope

 

 

ration and altruistic behavior.

This can be best understood by analyzing repeated nature

 

 

 

References:

1. The evolution of cooperation: R. Axelrod

2. The Evolution of cooperation: Martin Nowak

Utility of Game theory

Game theory is formal study of strategic interactions. So, naturally it deals with multiagent system where none of the agent is in full control of situation. Game theoretic concepts apply whenever the actions of several agents are interdependent. The concepts of game theory provide a language to formulate, structure, analyze, and understand strategic scenarios.

Game theoretic Scenario

There are many problems which can be modeled using game theoretic notions.

  1. Bargaining
  2. Auction
  3. Google’s Position auction
  4. Free rider problem (Tragedy of common)

Game theoretic notions:


 

 

Economy consists individuals, firms, institutions and processes (interventions). GDP per capita has been a favorite metric for comparison of economic growth across nations though it doesn’t capture growth holistically. I have tried to analyze important factors influencing economic performance and underlying economic structure.

?.  How best GDP tries to capture economic growth? What governs the dynamics of economic growth ? What are significant factors that influence GDP per capita variation across countries?

?. Why do some economies grow faster than other? What are the key sources of differences in economic performance across countries?  Is there a possibility towards convergence?

?. The difference in Economy is not just of size but of structure. How visualization can make us understand that structure?

 

There are two approaches here: Mathematical modeling (considering factors like population growth, capital accumulation,technological progress) and Economic complexity (using notion of diversity and ubiquity based on International trade data).

Mathematical Model (Solow-Swan Model):

This neoclassical growth model defines Production function and Capital accumulation as endogenous variables and proportion of GDP saved, depreciation, exponent of labor growth as exogenous variables. Exact outcome of Solow model depends on exact functional form of Production function and parameters. Generally exponential form of Cobb-Douglas function is used.

There are three assumptions here:

1.Closed economy consisting of representative household and firm.
2.Production function is linearly homogeneous or constant returns to scale.
3.Diminishing returns to capital or labor.
Inferences:
1. Growth is affected only in the short-run as the economy converges to the new steady state output level.
2.The rate of growth as the economy converges to the steady state is determined by the rate of capital accumulation.
3. Need technological change to avoid diminishing returns to capital. In long run it’s more significant than any factor.
4. Convergence of economy, Rosling’s horizon of economy!
Economic Complexity View:

The wealth and development are related to the complexity that emerges from the interactions between the increasing number of individual and firm activities that conform an economy. The most important predictor of economic growth is the number of different products a country creates with special attention to how many of those products are unique.

It does by defining two notions diversity (Number of products a country is connected to) and ubiquity (Number of countries a product is connected to).

Empirical evidence:
1. In 1970, Sweden ranked fourth among OECD member nations in terms of average personal income. By 1990 it had dropped to ninth, and in 2003 it was only fourteenth. Ireland, one of the poorest nations in Europe for the past two centuries, surged from number 21 on this same list to take over Sweden’s old spot at number four. And it did so in just 13 years, from 1990 to 2003.
2. In 1970, for instance, the Korean economy had much greater diversity of inputs, according to Hidalgo’s measure, than the Peruvian economy; but Peru had twice Korea’s GDP per capita. Over the next 30 years, the relative diversity of inputs in the two countries’ economies stayed more or less the same, but by 2003, Korea had four times Peru’s GDP per capita.
References:
1. Economic Growth, MIT OCW Lecture 01-02, Daren Acemoglu

 

 

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