A blog that cross fertilises ideas from economics, politics, science, maths and everyday life!
Wednesday, October 28, 2009
The "Williamson- Dawkins" synthesis- the opposite mental shifts that evolutionary biology and economics had to make
Extending the counterfactual- what if Netaji had survived?
- Economy: More free market capitalism with an emphasis on wage goods, as compared to planned State directed economy
- Foreign policy: Less "internationalist" and more pragmatic & militarist
- Social fabric: Continued to be secular, with social welfarist measures targeting disadvantaged groups
- Governance structure: More unitary system- with no linguistic states
- Political system: A weak and faltering democracy
Unconscious weirdness as an indicator of friendship
Sunday, August 23, 2009
"The counterintuitive economics of Marwari weddings"- or “ The social distortions caused by lack of organized finance”
Two of my friends got married recently- one a Marwari and the other a South Indian Brahmin. Both are roughly of similar economic status- but the contrast between their weddings was striking- my Marwari friend had an ostentatious wedding with exorbitant ‘gifts’ from the bride’s family, while my other friend’s wedding was a much more simple affair, with no garish display of wealth or expectation of dowry of any kind.
As I thought about it, this seems fairly typical- most business families have ostentatious weddings and the practice of dowry is highly prevalent, while with most service-class families, the weddings are much more low key and dowry is practically non-existent.
To explain this I have a theory (as usual!). Ostentatious weddings are actually a low cost strategy! And dowry is in the interest of the woman!
Both of these phenomena can be explained as necessary evils in the absence of well-functioning organized sources of finance.
Consider the first question: Why do business communities have ostentatious weddings? On the face of it, it seems like an unnecessary expense- a large cost incurred with no obvious benefit- something which does not make ‘economic sense’
In economics, very often, if there is a significant cost incurred with no apparent direct benefit, the explanation is ‘signalling’
In a system, where organized sources of finance (like banks) did not exist, most finance for business was sourced from other members of the community. An ostentatious wedding is a low cost way for a businessman to signal his credit-worthiness (or more broadly to signal the overall reputation of his business). The purpose of signaling is to reach a ‘separating equilibrium’ (as in a strategy that cannot be copied easily and hence helps in distinguishing or separating the pretenders from the rest). Choosing a wedding as the means to achieve the separating equilibrium is actually lower cost for the truly credit worthy- since it is a one-time expense where several people of the community can be signaled to simultaneously
This incurring of a seemingly unnecessary cost to act as an ostentatious signal is also found in nature, most vividly with the showy peacocks. The vivid colors of a peacock are a ‘waste’ of genetic resources (which could have been ploughed more productively into more food or genetic material) and it also increases its risk of being spotted and hunted down by predators. But it is precisely that which makes it a powerful signal!- the peacock is signaling to its potential mate- that it is so superior genetically, that it can afford to waste genetic resources on ostentatious displays of beauty, which not only do not add to its survival chances (the peacock’s tail does not have any direct utility for survival), but actually reduces them (with the risk of being preyed upon). The right amount of signaling is of course one that maximizes the net benefit(too much signaling is costly and could lead to the death of the peacock by being hunted by predators , too little could lead to it not being able to attract a peahen which means it cannot pass on its genes)
A showy wedding is the human equivalent of a peacock’s tail.
Now to the second question- on why business families have a practice of dowry- my theory is that it was actually in the interest of the women!
It has been argued by several others- that dowry was actually an efficient means of wealth transfer to daughters. This makes sense, it would be better to transfer wealth to the daughter at the time of her wedding, when she is to leave her father’s house, rather than will it to her, since it would only cause disputes between her and her brothers, without the benefit of resolution by the father.
While this explains why dowry may have existed, it does not explain why it is much more prevalent in business as opposed to service-oriented families.
To that, my hypothesis is that dowry is a way to secure the future of the sub-unit (of the daughter and son-in-law) in the larger construct of the joint family.
To understand this, consider the trajectory of a typical family business’s expansion- a member of the family expands the business by opening ‘his’ unit (e.g. if the family runs jewelery shops, one of the sons would open a new shop- which he would operate)
Starting these units requires upfront capital investment, and it makes sense for money to be transferred at the time of the wedding, so that the son-in-law has enough money to strike out on his own, thus securing his stature and importance within the joint family.
Both of these social phenomena would not exist had there been access to organized sources of finance- credit worthiness would then be solved for by screening (as in the use of more sophisticated criteria by a bank to assess credit worthiness) rather than by signaling alone (Note: Signaling and screening are the 2 solutions to the classic problem of asymmetric information in economics)
Similarly, a businessman would have relied upon a bank, VC or PE fund for project finance for his new venture, and would not have required dowry as a source for the upfront capital investment.
I find this particularly interesting, since in my last project I came across several sub-optimal economic choices when access to finance was denied- its fascinating to see social evils also owe their origin to the same reason.
Thursday, July 16, 2009
Short fiction: The train
She stood there next to the doorway on the tube, a stylish Gucci bag slung casually over her shoulder, her formal suit & briefcase indicating that she was employed in a high profile corporate job. “Must be an investment banker”, I mused; as she self-assuredly communicated succinct instructions to some underling on her sleek mobile phone. I watched her, fascinated, impressed by her confidence and poise.
As she spoke, she momentarily removed the cooling glasses obscuring her eyes. I was startled to see a visible ugly gash near her eye marring the otherwise flawless face. A purple wound- still capturing the violence with which she was struck-it was obvious that she had been brutally hit (“by an abusive boyfriend or husband?” I thought to myself). “How can a girl, so obviously accomplished and confident, allow herself to be subject to such callous brutality”, I thought. Her eyes wandered briefly in my direction, and she realized that I had noticed it.
Her face colored, as she felt exposed; her humiliation revealed to a total stranger, privy to her worst demons by nothing more than a passing glance. Her expression was a confused mixture of annoyance & defiance; annoyance at my inadvertent violation- as if by just realizing her predicament, I had transgressed some unspoken boundary between strangers; a facade of defiance- by pursing her lips; the show of emotional strength belied by the pain in her eyes.
She melted, as she realized from my expression by own embarrassment. My silent empathy was wordlessly acknowledged by her, a shared experience of an intensely personal nature, amidst the chaos of a noisy train.
I was confused as to how to react. My hand half-outstretched, unsure whether to offer comfort; and confused if that presumptuous act would break the tenuous bond that we had built. Would I embarrass her by indiscreetly acknowledging the intimacy of our brief encounter? My confusion led inexorably to inaction, as I got down at the next station- the deep & ineffable interaction likely to leave a lasting impression despite its ephemeral nature.
The creaking doors shut slowly, our gazes locked with each other, as she evanesced along with the train, her eyes still mirroring her pain & gratitude.
I never saw her again after that day.
Stuck!
Depressed mood leads (as always) to Urdu poetry. Here are snippets of this poignant poem by Faiz Ahmed Faiz, soulfully rendered by Abida Parveen (I've included only the first and last verse which best describe my state of mind!)
Nahin nigaah mein manzil to justujoo hi sahi,
Nahin visaal mayassar to arzoo hi sahi.
Translation:
If the destination eludes sight, let the search be;
If union defies attainment, let the longing be.
Dayaar-e-ghayr mein mehram agar nahin koi,
To Faiz zikr-e-watan apne ru-ba-ru hi sahi.
Translation:
In this abode of strangers, if no confidant exists,
Then Faiz! Let the invocation of homeland, with yourself be.
Tuesday, July 7, 2009
Pattern-recognition, not data-crunching (or why my mother is as accomplished as Kasparov)
Practically everyone thinks their mother is the best cook in the world. Let me assert that all of them are wrong, because my mother is clearly the best!
The distinctive feature of my mother’s cooking is her inventiveness. She can literally concoct new dishes with a dizzying array of ingredients across different cuisines. Succulent Indian vegetables & spices would add just the right amount of tanginess to a continental dish; a mélange of Mexican ingredients would find themselves in the midst of Indian roti-curry. And these disparate ingredients would all somehow come together to make culinary magic!
Truly good cooking then is not so much about knowing a wide array of recipes; it is really about knowing how ingredients work together. It is an art of being able to work with rules or ‘good moves’. This article (http://www.slate.com/id/2219243/pagenum/all) I read recently also talks about the same- master chefs are not storehouses of a zillion recipes, they are artists who can compose something new by creative application of heuristics that they pick up over the course of time. Cooking is hence, a pattern-recognition and not a data-crunching problem.
I remember reading an article about chess players that pointed to a similar thinking process. Grandmasters and professional chess players are expert pattern recognizers, not people with either elephantine memories or faster computational ability.
2-3 observations indicated this: Chess pros were no better than laymen or amateurs in rearranging chess pieces on a board that they were shown, if the pieces were randomly arranged (making it an ‘illegal’ position in chess). This showed that superior memory is not the cause for the difference in chess ability.
Similarly, self-reporting by chess pros showed that they had not evaluated more moves than amateurs before deciding their move. So it wasn’t even faster data crunching that explained the difference.
The true difference was in the pattern recognition- chess pros evaluated less ‘bad’ moves than amateurs. It is almost as if they had developed (or were born with) a filter that left out bad moves, just as amateurs would not evaluate illegal moves.
It is this knowledge of heuristics that distinguishes good chess players- they probably would be thinking stuff like “never sacrifice a pawn after castling if you’ve lost a knight”, “use a rook to check, with a knight threatening the opponent’s queen” and so on, just as a great cook must be thinking “Use cardamom with sautéed vegetables only if either tofu or mushroom is part of the salad” etc.
In fact, this would likely be the case with all art- it is the application of a wide range of ‘rules’ in varied permutations. We probably would not be able to identify all the rules, neither would a true artist be able to articulate them. But subconsciously, they are working with patterns, and therein lies their wizardry
The new feminist agenda: Eat rice, not rotis!
My time in
In the tradition of ‘Freakonomics’, my latest musing is a wacky hypothesis on the reason for south Indian women being more socially empowered than those from the north.
Marxist methodology always seeks to explain social behavior and phenomena (the ‘superstructure’) in terms of underlying ownership of economic resources (the ‘base’)
With that thought- here’s the wacky hypothesis: South Indian women are more empowered since the South is (predominantly) rice growing, while the North is largely wheat growing.
The cultivation and harvesting of rice is something that women can (and do) participate in, since it requires deft work to remove the paddy from the fields, unlike wheat, whose harvesting requires heavy labor.
Women are thus part of the wealth-generating, productive employment in the south, which would lead to greater power and say even on social issues.
Secondly, the consumption of rice as compared to wheat also favors greater female empowerment.
Cooking rice has huge economies of scale (in terms of time invested) - cooking for 8-10 people (the typical size of a joint family) does not take much more effort than cooking for 2-3 people. It is possible for a woman to cook the rice and have her meal with the rest of the family
With wheat (as in roti, chapatti etc.) however, the cooking process does not have any economies of scale. Cooking 20 chapattis requires nearly 20 times the effort of cooking a single one. This coupled with the fact that Indians like to have their food hot, means that women have to spend their time slaving away cooking one roti after another for the family, and will end up having their own food only after everyone else is done.
The effect of this on a male child in the house too, is that he sees his mother as subservient to the male members of the family, hence retarding the rate of change & female empowerment
It will be interesting to see if women are noticeably more empowered in other rice-growing countries in the world (
Saturday, May 26, 2007
Blink before you think!
I read the book “Blink: The Power of Thinking Without Thinking”, by Malcolm Gladwell recently, where the author takes over 200 pages to establish that spontaneous decisions are often as good as - or even better than - carefully planned and considered ones!
So Man is not ill-served by the ‘trust instinct-to-hell-with-logic’ approach, we can all happily continue making random decisions and pretend that we followed a step-by-step logical approach, this process works perfectly well!
Hmmm, but a thought…is it that since we know that this is the process that we follow ( viz of arbitrarily making a decision and then justifying it) we have just found a convenient explanation to establish that that’s actually ok!
Is it just an ex-post facto justification of… well, ex-post facto justification!
I found this uproariously funny, and this is what probably passes off for humour among philosophers ( can’t you just imagine a bunch of white haired men with no fashion sense rolling on the floor laughing while talking of ‘ex-post facto justifications’ and the ‘ad-hominem’ fallacy!).
Which is the sort of reason why philosophers never get laid!
Friday, May 25, 2007
Orders of rationality?
The game design is as follows: (Reference: Traveler’s Dilemma by Kaushik Basu, Scientific American:
link: http://www.sciam.com/print_version.cfm?articleID=7750A576-E7F2-99DF-3824E0B1C2540D47)
Lucy and Pete, returning from a remote Pacific island, find that the airline has damaged the identical antiques that each had purchased. An airline manager says that he is happy to compensate them but is handicapped by being clueless about the value of these strange objects. Simply asking the travelers for the price is hopeless, he figures, for they will inflate it.
Instead he devises a more complicated scheme. He asks each of them to write down the price of the antique as any dollar integer between 2 and 100 without conferring together. If both write the same number, he will take that to be the true price, and he will pay each of them that amount. But if they write different numbers, he will assume that the lower one is the actual price and that the person writing the higher number is cheating. In that case, he will pay both of them the lower number along with a bonus and a penalty--the person who wrote the lower number will get $2 more as a reward for honesty and the one who wrote the higher number will get $2 less as a punishment. For instance, if Lucy writes 46 and Pete writes 100, Lucy will get $48 and Pete will get $44.
What numbers will Lucy and Pete write? What number would you write?
The solution to the problem is that each would choose $2 as the value of the antique-hence getting only $2 each! Also, this is a dominant solution (i.e. it is the strategy to be adopted, not just one of the strategies)
Note: For the detailed proof visit the link given above
Now if $2 sounds ludicrously low….you’re right! When the Traveler’s Dilemma game was administered on actual players most players chose $100 or a number close to that rather than $2 though, by the tenets of Game Theory they ought to have chosen to play $2. And by deviating from the rational choice, they were better off!
Other fascinating aspects include how strategies changed with the change in reward/penalty, and on repeated play.
Why would people deviate from expected rational behaviour. Three possible explanations have been offered: irrationality, rational altruism and meta-rationality (Usage:mine).
The first explanation, that players were simply ignorant or unable to deduce the ‘correct’ strategy might be true in some cases but was dismissed as a general explanation since even Game theorists who arrived at the dominant (2,2) solution, chose to play a number close to 100.
The second explanation is based on the premise that in the real world people do not want to ‘cheat’ their partners to make an extra buck-, that some degree of “altruism” and a sense of “fairness” is hardwired in all of us.
As an insight, it is extremely useful, but the implications are simple to factor in, it wil involve just tinkering with the utility function ( a function that maps actual winnings to the ‘utility’ that players assign to them). Right now, the utility function is a simplistic f(x)=x, i.e. if I earn $50 it is ‘worth’ $50 to me, now we will have to design utlity functions which are a function of not just our earnings but possibly that of the other’s earnings ( “altruism”) and/or of the difference between earnings ( “fairness”). Constructing such utility functions by analyzing actual moves by players could be a very interesting empirical research study. However, is this explanation correct? Even if we control for this effect, is it possible that players will still opt to play an ‘unexpected’ strategy.
Which brings me to my favourite explanation- the second one, wherein lies the most fascinating insight (its fascinating for me- I came up with it! ),that of ‘orders of rationality’
‘Orders of’ something, is the level at which it loops back at itself. If that seems complex, think of the Friends episode where Rachel and Phoebe discover that Monica and Chandler are involved, and want to ‘play’ a prank on them. Set 1( Monica and Chandler) have first order knowledge- they know they are involved and have no idea what Phoebe and Rachel ( Set 2) know, whereas Set 2 has second-order knowledge since they know, AND they know that Set 1 doesn’t know that they know. ( Note: This brings out the distinction between not knowing that the other set knows and knowing that the other set definitely doesn’t know; absence of evidence is not evidence of absence).
As the episode goes along, successively the orders of knowledge possessed by each Set increases ( Chandler and Monica find out that Phoebe and Rachel know( which Phoebe and Rachel don’t know!) and decide to play a prank themselves ( in the words of Chandler : “The messers become the messees!!”) and this continues).
In a Game Theory situation, knowing the rules of the game would be first order knowledge, knowing that the other player knows the rules of the game is second order knowledge, knowing that the other person has second order knowledge is third order knowledge ( or more generally- knowing that the other person has nth order knowledge is (n+1)th order knowledge). If this process continues ad infinitum(if you are not Joey, you can conceive of this!), the players are said to have “common knowledge”. Most games ( even the simple ones like the Prisoner’s Dilemma) have a premise of common knowledge. Common knowledge, is hence, an infinite stack of the orders of knowledge.
Can we then conceive even of rational behavior- a basic premise of game theory, and indeed of economics in general, as a stack of decisions rather than as a one-shot one.
To make it more clear, consider this: we human beings have the ability to think about our thinking ( We do it all the time “ I was not thinking straight when I said that”; “ When I think about incidents, I find I index them by date”; “ I think about sequences more easily than I do of individual entities” etc). This thinking about thinking (or meta-thinking to put it more elegantly) is very interesting- we can ‘step-out’ of a mode to look at our own thought processes at a higher level of abstraction. This leads us to the next insight, that, similarly, we could also be deciding sequentially. (I can meta-think to about 4 levels, after that my head starts to hurt!).
So does the solution to the Traveler’s Dilemma puzzle lie in the insight that we can rationally decide to act rationally/irrationally! (To put it more vividly, to accurately reflect the sequential process- can we META-rationally decide to act rationally/irrationally). This is consistent with what players said that they knew that rationally they ought to have played 2 but they chose to ignore rationality in making the choice ( citation: Kaushik Basu).
This has far more profound implications for the way we study Game Theory. Unlike the previous explanation, which also challenges a basic premise of Game Theory ( i.e. of selfish rationality) but can easily be made endogenous to current literature merely by changing the functional specification of utility, this would radically alter the way we approach the problem solving in the abstract, and would require an entire supporting theory ( as opposed to mere empirical work) which discusses the orders of rationality and how at meta-rational levels, choices of rationality and irrationality are made.
Wednesday, May 23, 2007
Truth and provability
Like most people of my generation- my sensibility has been shaped by science more than anything else. I am using ‘science’ in the broadest sense to describe a systematic schema for thinking, which starts of with a small set of axioms (or self evident truths) and by a logical evaluation of data/information posits and proves hypothesis, which can then have predictive power, by mean of inductive inference.
Provability is hence central to the scientific approach- in fact philosophically that marked the deviation of modern science from religion
(In the pre-industrial revolution period ‘faith’ was as valid as ‘reason’ for advancing a theory. Science was accorded primacy (after a long and fierce struggle) only when its explanatory power clearly oustripped that of religion)
It is thus disconcerting if in the province of science, there exist truths that are not provable.Such truths exist- in that most impregnable of fortresses – mathematics! In fact the discovery of the ‘incompleteness’ of mathematics can be extended, by the same reasoning, to show that any formal system is inherently incomplete ( since all formal systems have mathematical analogues).
This was proposed (and proved dare I say!) in a paper titled On Formally Undecidable Propositions in Principia Mathematica and Related Systems I by the Austrian mathematician Kurt Godel in 1931
The proof is vast and rather abstruse- it took a whole book- Godel, Escher, Bach by Douglas Hofstadter for me to grasp it. But what is more fascinating than the proof, or even the insight, are the implications.
Hofstadter himself brilliantly builds on Godel’s Incompleteness theorem to build the best explanation I have read on the classic question of metaphysics- namely, the mind-body problem.
At a more general level the philosophical implications are mind-boggling. It demonstrates that there exist definite truths, that are definitely not provable! Truth and provability, seen as concomitant if not identical, have effectively been delinked!
The reason this is so disconcerting is that we have always had a sense that with science we were inexorably moving towards a situation when everything could be explained and proved ( possibly in infinite time; the relevant fact is not whether it was practically achievable, but that theoretically we were moving towards that).
What the incompleteness theorem demonstrates is that we are consigned to have atleast some knowledge without demonstrable basis. That is, provability is a weaker concept than truth, the known truths will never be circumscribed by provable hypothesis.
But wait a second- doesn’t that sound suspiciously similar to religion- that something is true without it being proved!
That is actually a specious argument; formal systems have not been undermined to the extent that in terms of validity it is on par with religion. It is only that we now have a more modest expectation of the explanatory power of the methodology of logic, which was hitherto over-estimated.
But in a fundamental sense the certainty of formalism has been challenged- we will always know things that we cannot prove- that is inescapable. In the abstract, at least experientially that does parallel a religious experience- where you know something is true but cannot prove it.
For someone who is scientifically inclined, but has turned from atheism to being a believer only recently, its comforting to know that I am not being inconsistent vis a vis my scientific temper, when I know something without being able to prove it!
Tuesday, May 22, 2007
Hofstadter's Law in action!
Planning is by far my favourite activity. It makes me feel like I am doing something important which will revolutionise my life....while the only concrete thing that I achieve is kill time till I have to come up with the next plan!
S.T. Coleridge put it eloquently ( while referring to Shakespeare's Hamlet) whom he said was mistakenly dubbed 'indecisive' by most critics. The more appropriate description, he wrote, was that Hamlet would
" Continually resolve to do, yet do nothing but resolve" !
Captures the way I spend my time precisely!
The title of the post is an allusion to the droll recursive law proposed by Douglas Hofstadter-
"It always takes longer than you expect, even when you take into account Hofstadter's law" !- in the context of starting this blog, I totally understand what he was talking about!