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In “Nice Guys Finish First”, the penultimate chapter of The Selfish Gene, Richard Dawkins digresses into game theory to explain the evolution of co-operation. The centerpiece is a simple game called the Prisoner’s Dilemma. The one-shot version of PD is straightforward: the rational move for any player is to always defect. The Iterated Prisoner’s Dilemma or IPD, where players face each other in multiple rounds, is much more interesting, because co-operation emerges as a viable strategy. “As a biologist”, Dawkins says, “I agree with Axelrod and Hamilton that many wild animals and plants are engaged in ceaseless games of Prisoner’s Dilemma, played out in evolutionary time.”
You can read the gory details in Wikipedia, but my eye was caught by this particular notion:
But none of this works unless the game is iterated. The players must know that the present game is not the last one between them. In Axelrod’s haunting phrase, the ’shadow of the future’ must be long. But how long must it be? It can’t be infinitely long.
…
From a theoretical point of view, it doesn’t matter how long the game is; the important thing is that neither player should know that the game is coming to an end.
But it can be infinitely long! The Hindu-Buddhist doctrine of karma and reincarnation provides an almost mathematically ideal playing field for IPD.
Since the universe keeps score and deals out retribution, players find it less necessary to get caught up in rounds of mutual retaliation. Of course, this biases strategies perhaps a tad too much towards Sucker, with the usual failure mode of being invaded by Cheaters. As a neat side effect, the doctrine also “explains” unjustified success and suffering as the result of account balance brought forward from previous births.
In a tribal society, where everyone knows everyone else, the tribe itself can keep score. Since most transactions occur between members of the tribe, and all tribe members realize that they will be playing again and again, a karmic structure appears superfluous. Older members who are about to exit the stage are the ones in most danger of getting defected against. According to Steven Pinker, this probably stimulated the development of ancestor worship.
Ancestor worship must be an appealing idea to people who are about to become ancestors. As one’s days dwindle, life begins to shift from an iterative prisoner’s dilemma, in which defection can be punished and cooperation rewarded, to a one-shot prisoner’s dilemma, in which enforcement is impossible. If you can convince your children that your soul will live on and watch over their affairs, they are less emboldened to defect while you are alive.
In larger agglomerations, like urban areas, where most transactions are one-shot interactions between strangers, there is a tendency for defect to prevail. It’s interesting to speculate that the rise of the doctrine of karma and reincarnation was part of a self-reinforcing “virtuous circle” with the rise of post-agricultural civilization.
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A living organism is so very, very complex, yet fits and works so smoothly, that the straight-line code-path is to impute this to a Designer of superhuman intelligence and superhuman skills. Creationists, furthermore, postulate a single overarching Divine Designer for all organisms. One of their favourite anti-evolution arguments is to pick something – the eye, the bombardier beetle and so forth – and claim that it could not have evolved, because it’s irreducibly complex. While each such example can and has been refuted, it gets tiresome (and they’re not convinced, anyway). Let me present here a counter-example, a breathtaking flaw in so basic a life process that is very hard to reconcile with the notion of intelligent and intentional design. I’m talking about something we hold synonymous with life itself – breath. The absolute and unyielding importance which the body attaches to its air supply is readily familiar to anyone who has tried to hold his breath for a while… but it’s not very consistent about it.
Years ago, my father told me of an industrial accident he had witnessed. Someone had climbed into a reaction chamber for routine inspection during a plant shutdown, when, unknown to him, a hidden hand opened a valve which flooded the chamber with nitrogen. He collapsed after a few minutes, unconscious. Another person climbed in to see what was wrong, tried to revive the unconscious engineer and himself collapsed. Both died for lack of oxygen soon after.
I remember being extremely surprised and somewhat skeptical – surely they would have felt the same rising panic we feel when holding our breath? There would be enough time and strength left over for a mad dash to the exit, even if it involved a climb… something didn’t add up.
Recently, I heard of a few more such accidents, and remembering the old story, dug around a bit. Turns out that the urge to breathe – air hunger – is triggered, not by low blood oxygen levels, but high carbon dioxide levels! Wikipedia continues: In mammals (with the notable exception of seals and some burrowing mammals), the breathing reflex is triggered by excess of carbon dioxide rather than lack of oxygen, so asphyxiation progresses in oxygen-deprived environments, such as storage vessels purged with nitrogen or helium balloons, without the victim experiencing air hunger. There are other interesting links about using nitrogen asphyxiation as a painless, humane method of killing animals including humans.
Wow. So as long as you continue to expel carbon dioxide from your blood (which will happen if your airways are unrestricted and there is some gas flowing in and out), you aren’t going to turn a hair if oxygen rapidly gets depleted and you die as a result. I can hardly find words to describe the gross incompetence such a “design” would suggest. How difficult would it have been to add a one-liner to the breath reflex trigger? Given the cardinal importance of oxygen, the violent reaction in the standard case of air hunger, and the vast array of biotechnology (as exhibited by other animals) available to the purported Designer, such a lapse is simply unbelievable.
When viewed through the lens of evolution by natural selection, it makes perfect sense, of course. Standard atmospheric nitrogen-oxygen mix was the only thing which the affected animals were ever exposed to. In such environments, a rise in carbon dioxide levels is always strongly correlated to oxygen deprivation, so a panic response to CO2 is good enough. Such “good enough” solutions not-designed by blind, not-intelligent evolution can be stable for millions of years, in the absence of selection pressure to the contrary.
Bad Designer, no cookie.
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The Times (the British one) has opened its archive from 1785 to 1985! Although it’s free for a limited period only, this is something I’d be willing to pay money for. The Onion’s Our Dumb Century, a collection of faux newspaper front pages from 1900 to 2000 occupies a favourite and much-reread spot on my bookshelf. This is its real-life analogue… if only they’d release it on a DVD or something easier to browse.
One of the earliest articles in The Times reports on the execution of Marie Antoinette, the copy a perfect imitation of the style of the day, complete with broken type and s’s which look like f (Hmm… sorry, it was the style of the day. The Onion and Pierre Menard have really addled my brains
) Continues on through the the French revolution, the Napoleonic wars, the heydays of the British empire – my favourite historical fiction period – Flashman, Jack Aubrey and Dr. Maturin… now I can see it as it happened, through the eyes of ye olde Times. Of course it won’t be a neutral point-of-view, but you know it – this is actually an improvement over the supposed NPOV of objective historical accounts. So refreshingly different, so current, so free of the sanctimonious hindsight bias and inevitability which plague so many post-facto accounts. Napoleon has just escaped from Elba. What will happen next? A disturbing dispatch has just come in from Rorke’s Drift about the massacre at Isandlana. Can it be true, Zulu savages getting the better of modern British troops? In other news, an exciting report of Boat Race night. No doubt someone got pinched for failing, as is so often the case, to apply the forward shove before the upward lift, and was sentenced to 15 days without the option at Bosher street police court.
Some day I’d like to teach the kids history by pointing to the newspapers of the day. Google Earth for geography. Education 2.0, here we come.
It’s not limited to news articles, but the whole deal – complete with ads, letters to the editor and other such tidbits which let your taste buds swirl over the whole zeitgeist. I particularly love the little nuggets which one stumbles upon, while chasing down some “historic” event. Here are a couple of letters to the editor from October 1942, at the height of the second world war.
[transcribed for your convenience]
FUEL ECONOMY
Sir, – To the thousands of Government servants shivering in unheated rooms in the stone buildings of Whitehall your headline “Waste in Government Departments” is a grim pleasantry. Yours faithfully,
CIVIL SERVANT
SURPLUS FRUIT
Sir, – I have a bumper crop of pears in my London garden. Having heard Lady Cripps’s broadcast appeal, I thought I would sell the pears and give the proceeds to the Aid to China Fund.
To make sure this was allowed I rang up the local Food Office, and was told that I should be acting illegally, as I have no retailer’s licence. I was advised to give the pears away on the principle that “charity begins at home.” Still with Lady Cripps in mind, I applied for help to the Ministry of Food. They at once passed me on to the Divisional Office. The Divisional Office immediately suggested that I try the Ministry of Food. I said I had been there, too. The Divisional Office thereupon volunteered to tackle the local Food Office themselves. As a result the local Food Office informed me that if I would put in my application in writing and deliver it by a stated time the next day it would immediately be put before the committee, who would consider granting me a temporary retailer’s licence. I asked if it would save trouble to dispose of the pears through my fruiterer. I was told that if I did so I should be acting as a wholesaler, and the matter would have to go before the Ministry of Food, who alone granted wholesaler’s licences. So I gave up that idea and applied for a retailer’s licence, and delivered my application before the stipulated hour. That was a week ago, and nothing has happened, except to the pears, which are slowly rotting.
I do not question the necessity of these restrictions. But why in such a trivial matter cannot the responsible officer give an immediate decision? Why must the buck always be passed?
Yours, &c.,
ELSA THOMAS.
Hampstead, Oct. 19.
Now I know where Monty Python and Yes Minister got their stuff
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You’ve gone on a vacation with a bunch of friends. Each of you has taken a gazillion pics, posted the best few on Flickr and shared it with the group. While browsing through the collection, you realize… that’s a good one, but hey, I was there in that same place, I took a photo at the same time… how come I didn’t see that?
Is it because your friend had a few megapixels extra, or a faster lens? Let’s extrapolate the galloping advances in optics, CCDs and storage to the point where you have a camera which can take continuous 24fps ultra-high resolution pics of everything you see, so that at the end of your vacation, you have a complete digital recording of everything you ever saw. Would that be a good thing?
Of course not. Sitting through somebody else’s vacation home video is the second deadliest form of torture (the first, of course, being an Indian Wedding Video, with accompanying voice-overs about unke mause ke chachere bhai), because so few bother to edit the video.
Which brings me finally to my point: Editing is one of the prime functions of the brain. Like shellfish unfurling their fan-like appendages to strain bits of food from the flow of water, the brain has evolved to pick out interesting bits from the raw wash of sense data. To pick that one instant, that particular subject, that particular angle, that particular framing, is one of the highest expressions of this skill. Photography is all about editing. All that bull about megapixels and lenses and F numbers is just nonsense – you can take interesting pictures with a point-and-shoot and Patel shots with a Nikon D300.
At least, that’s what I tell myself when I see the $@#% price tags on those $@!% lenses. I bet they taste sour, too.
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I was waxing eloquent on the new gzip compression program when Guru Hemal turned to me, a twinkle behind his soda glasses.
“I can tell you how to compress any file of any size, down to”, he waved his hands with airy nonchalance, “8 bytes. Or 16, at the most.”
“OK, I’ll bite”, I said warily, wondering if a bar of unit length and an infinitely sharp pin were about to make an appearance.
“Imagine an infinite disk”, he said, “give me any file – I’ll copy it there and give you a unique index number for that file on the disk. Whenever you want it back, just present the index number and I’ll retrieve the file. See?”
I saw. “With 16 bytes, you could store 2^128 unique files and we could never produce that many… of course, there’s still the small matter of the infinite disk…”
“Moore’s law!”, he handwaved again, “just you wait!”
This was in the early ’90s, when 100 MB disks were considered big, the web was still a glint in Tim B-L’s eye, and Usenet was the Great Time-Eater. Today, the infinite disk is a palpable reality. With Wowbaggerian resolve, Google decided to suck up the world’s information and – this was the part they really decided to grit their teeth over – make it universally available. Many a conversation has, in this age, been compressed to a pithy, dehydrated phrase. Just Add Google for it to spring to full and lush meaning.
Not only does the infinite disk exist, it is addressable in human language. It is a measure of how deadened we are to the pace of technology that we do not wake up every morning in utter amazement and awe. I vividly remember trembling with excitement when first summoned the ftp daemon behind sunsite.unc.edu, half a world away and – in real time – it asked me for a username and password. Today, I routinely use the Google genie – still half a world away – for trivial math, just because it would require a few extra keystrokes to fire up the local calculator program.
This is not an unmixed blessing – any pretensions to original thought, which a poor education might have enabled you to sustain indefinitely, are swiftly and mercilessly killed. Someone, somewhere already had your “original” idea, and expressed it much better than your crude attempts to rub two metaphors together and produce a spark of… see what I mean?
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Now we come to idea #2: immortality.
“Arthur’s brain could always be replaced,” said Benji reasonably, “if you think it’s important.”
“Yes, an electronic brain,” said Frankie, “a simple one would suffice.”
“A simple one!” wailed Arthur.
“Yeah,” said Zaphod with a sudden evil grin, “you’d just have to program it to say What? and I don’t understand and Where’s the tea? – who’d know the difference?”
“What?” cried Arthur, backing away still further.
“See what I mean?” said Zaphod and howled with pain because of something that Trillian did at that moment.
“I’d notice the difference,” said Arthur.
“No you wouldn’t,” said Frankie mouse, “you’d be programmed not to.”
My limited definition of immortality is – ensuring that a part of you lives on, so that your wishes are carried out well beyond your expiry date. The traditional way it has been done is
Both methods have their limitations. The genetic method involves creating a creature which develops its own ideas about what to do with your legacy. The other one has a high barrier to entry and is prone to creative interpretation on the part of trustees.
Now consider the breadth and depth of data available online and the increasing number of things possible to do simply by being connected to the Internet. It is possible write a program – essentially, an autonomous software agent trustee, an asat, which will
The legal framework would be the same as that used by trusts. It’s just that the human trustees now have a very simple job – they need to verify the legality of the program, host it somewhere where it has net access. This enables the trustees to deal with orders of magnitudes more clients than they possibly could if they had to function as “human executors” of “wills”, which is essentially the same thing. It also reduces the scope of creative interpretation.
Given Moore’s law, the cost of running the asat is next to nothing. Given compound interest, after several decades, its financial power will be far greater than you could achieve in your lifetime. Especially since it will use strategies which work well over really long terms (buy-and-hold), whereas impatient monkeys like you can’t resist the urge to meddle. You can then use it to do significant stuff without relying on your descendants. You can leave the bulk of your assets to your descendants in the traditional way and a small amount to power your asat. Compound interest will do the rest of the job.
The asat would use abstractions which would be meaningful across long periods (~100s of years) of time. The framework in which the asat is written will provide fixed APIs and implementations of these abstractions. The framework will need to be upgraded from time to time as the implementation of the abstractions changes, but the core logic can remain as-is.
Here is a simple example something which can be done by an asat:
This simple example illustrates a few common characteristics of such agents:
There are many interesting points about asats. I will talk about a few of them below.
Technology can empower millions of people to create asats, just as millions of them create avatars, Sims or tamagotchis today. Extending it to a solution which can function as a will will require you to grandfather in a company of solicitors which has a hundred-year track record, in addition to developing the framework, the language, the chain-of-trust, etc. This is the standard way for new insurance companies to acquire a veneer of respectable age and stability – they buy up the tailor whose great-great-grandfather made chaddis for Mangal Pandey and proudly claim “Covering your assets since 1857″.
Go ahead, play God. Program for eternity!
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The name of The Game is… Consumer Services.
The object of The Game is… a revenue stream of Rs. 1 crore (~ $250,000) per year.
All you need to do is find something which
A good place to play is somewhere between 3 and 4.
Now I’ll make the game simpler, to avoid the “oh-we-don’t-know-what-customers-want” song. You now have a large enough peer group of IT professionals who think sufficiently like you, so you should not have problems empathizing with their needs. They constitute a big enough TAM (total addressable market, as we business gurus call it) to easily hit 3 and 4, even if you restrict yourself to one city, even to just 2-3 companies! IT folks also have sufficient money sloshing around in their pockets and are more willing to spend.
Here is one example.
The gas stove cleaning scam: Clean-cut chap comes to your house and says, you sign up for this service, pay this small amount in advance and we’ll come clean your gas stove every month. You pay up and get a yellow cleaning schedule card. You never see the guy again. Although it’s a scam, it has some points of interest which can be usefully emulated.
And here is a more realistic example.
Door-step backup: You go to people’s houses once in a quarter. Backup their entire machine (for bare metal restore) or part of it (user-generated data, photos, home videos, etc). See how it maps to the gas-stove principles:
Some optional extras:
Other details
FAQ
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Management and software engineering are still dark arts. Anything which happens to work is instantly picked up and turned into a cargo cult, spawning a flash ecosystem of consultants, training programs and seminars for the fad diet du jour. I will tell you how one of these got started.
In the late ’90s, managers all over America realized that most of their workforce consisted of slackers, with a couple of nerds called Dexter who actually got the job done. Now you don’t want to be a Vice President and confess at a board meeting that your empire, responsible for the company’s flagship product, consists of two guys called Dexter. You’ve got to have slackers to pad the numbers. With the flattening world, it made a ton of sense to outsource the slacking to India, where it could be done much more cost effectively.
This was a windfall for Indian companies like Baba Soaps & Outsourced Services (motto: “Trespassers will be recruited”). BS&OS was press-ganging far more people than could be absorbed in existing projects. The rough wooden benches lining the corridors to hold surplus personnel were perpetually overflowing. Benchies would hover around those fortunate enough to bask in the green glow of a terminal, solicitously ply them with beverages and wait for nature to come calling. Clearly, such a situation could not last. After a few episodes of the type which mortified Tycho Brahe, a new social order spontaneously emerged from the chaos. Groups of two formed, with each guarding access to the precious green light while the other did his business.
A visiting client from a US was intrigued by this phenomenon. “Why are they sitting in pairs? Don’t you have enough computers?” For an instant, his Indian chaperon thought of telling the truth – that computers were far more expensive than people. Despite Moore’s law, Indian family planning values (”The Moore the merrier”) still had the edge. He dismissed this moment of weakness and launched into an impressive spiel which was to make history. Well, a little bit, anyway. “Oh, that? We call it Pair Programming…”
And so the long day wore on… “How come you’re charging us for 10 QA engineers? We haven’t even finished the design yet!” Caught at overbilling, the Indian remained unfazed. He drew himself up to his full height and put on his best philosophical, idealistic expression. “How would you define a working product? One that passes the test suite, right? Therefore, creating the test suite defines the product, wouldn’t you say? Much better than a design document which nobody bothers to update anyway…”
The American had the last laugh, though. He took down notes, gave it a “cool” name – Xtreme Programming – and got rich.
There has never been a better time for starting another of these schemes. Managers in Big Companies have already experimented with all the management cults that exist, reorganized again and again, by product, by feature, by release, matrixed models, agile matrix models, with little visible success. They are looking for something, anything, which they can use to showcase as an example of strong leadership, being a change agent, and generally treading water for a couple of years until they get promoted to a different role or a different job, jettisoning their old responsibility like a spent booster stage and watching safely as it slowly falls back to earth. While they head onward to the fabled Moon, towards Cheese Everlasting.
You, too, can come up with a brand new development methodology and become a rockstar consultant, putting thousands of programmers in mortal peril. Just follow these simple steps:
Agile has already taken Rugby, so we’ll have to find another sport. Preferably American, since they’re still the largest market for this kind of mumbo jumbo. Baseball admirably fits the bill. It’s a team sport with an extensive jargon of its own, which can be mapped to software development terms. For instance, if you are going to create a Waterfall-like methodology, try this:
I’m sure you can find your own creative uses for other baseball terms. Like inning to replace sprint. Remember, no matter how crazy it sounds, no matter how many silly gimmicks you add (make everyone wear coloured baseball caps), it will find adherents. Even the most ridiculous religions and open source projects find devotees, much to the surprise of their founders.
Go hit a homer!
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The Russians are making a dash for the North Pole – not for control of oil and gas or gold and diamonds, but for something far more valuable – your mind.
During the course of some bizarre secret research carried out during the Cold War, Russian scientists found that humans possess the evolutionary remnant of a “sixth sense”, which can be stimulated by a varying magnetic field. It is well known that such a magnetic sense is responsible for the homing instinct of pigeons and other migratory birds and animals, including higher vertebrates.
The discovery itself was a lucky accident. A scientist was carrying out an experiment using an early MRI machine prototype, with a volunteer strapped inside. He was absent-mindedly tapping a childhood lullaby tune on the controls. The next day, he was shocked to discover the volunteer – who was sedated and asleep at the time of the experiment – humming the same tune. After quickly establishing that the volunteer was not a long-lost brother and that he had no recollection of where he heard the tune, the scientist quickly wrote up a paper for publication in Scientific Russian, which was instantly suppressed due to its military potential.
The discovery got some modest recognition and funding from the Soviet Three Letter Agencies, who thought it a useful addition to their brainwashing arsenal. Three years into the program, they made a mind-blowing breakthrough – one that transformed it from a firecracker to an Atom Bomb. They found that by setting up a huge magnetic pulse generator near the North Pole, they could modulate the Earth’s magnetic field itself, potentially affecting everyone in the world.
How would this work? Well, remember that the earth is a giant magnet, with lines of magnetic force originating from the north pole, girdling the earth and terminating in the south pole.
Notice how these lines or strings are bunched together near the north pole. Fiddling with the bunched-up strings at the pole would cause the entire world-wide spiderweb of magnetic strings to vibrate in unison. Any magnetically sensitive material would also exhibit tiny fluctuations in sympathy. On humans, the effect is most pronounced on those who are aligned like a compass needle, e.g. those sleeping horizontally, along a north-south direction with their head pointing north, in a mental state when they’re the most relaxed and suggestible.
Ancient Indian texts like the Vastushastra prohibit north-south sleeping postures for precisely this reason. Not because they suspected the ancient Siberian tribes of magnetic mischief, but to avoid the ill effects of similar ripples in the magnetic field which are caused by natural events like sunspots and solar storms.
Project Spider was so big that despite the thick shroud of secrecy, word of it could not help but leak out to the West. American secret agencies debated the wisdom of surgical strikes against the pulse generator complex, while scientists worked feverishly to work out its implications. Finally they recommended no action be taken. They asserted that with the then extant technology, there was no way to inject even the most elementary of verbal suggestions into human minds. This, combined with a desire to avoid a nasty and dangerous confrontation, left Project Spider in peace, to die of its own accord.
Finally, reluctantly, the Russians came to the same bitter conclusion. It was indeed possible to induce simple rhythmic patterns in a fraction of susceptible, sleeping humans worldwide. But subliminally subjecting everyone to the Communist 5th Symphony (and giving pigeons a headache) was hardly going to advance the cause of world domination. Or even get them a warm water port. Reluctantly, they wound up their efforts on Project Spider and invaded Afghanistan instead.
So far, this story has progressed through the classic stages of the evolution of an innovative product: initial discovery, scale-out, delivery. The final stage of actual application of the innovation is now upon us.
In the early ’90s, masses of vultures gathered around the carcass of the Great Red Bear, ripping up huge chunks of state-owned flesh to line their private tummies. One of them had a very smart young analyst trawl through secret defence research records looking for pieces which could be commoditized and sold to the rest of the world. The analyst came upon Project Spider and stopped, amazed by its sheer scale and ambition. And then he had it – the idea which his predecessors never had, never could have had, since they lived and worked before MTV became a part of the global lifestyle. If simple musical patterns were all that could be transmitted and induced to sleeping subjects… why not use it to subliminally advertise music?
And that’s what they proceeded to do. It was almost historically and poetically inevitable that the American music industry, that poster-child of corporate evil, would find and greedily lap up a scheme like this. It’s well-known that popular music gets that way not due to its merit, but a variety of factors including the powerful network effect, which pushes certain songs well ahead of the pack because of their first-mover advantage among a small but critical mass of early listeners. What better way of ensuring that vital early momentum than subliminal advertising? So Radio Spider broadcasts, all the time, simple, repetitive patterns, softening you up for upcoming “hits”. When you hear the tune on TV or radio, you think “Hey, this sounds familiar…” tapping along – anticipating - the beat... you’re already pre-programmed to like it.
Think I’m kidding? Pop music quality has spiralled downwards through the late ’90s to today, with simple, cliched tunes becoming inexplicably popular. If you don’t like popular music (and who doesn’t pretend to dislike it?), try this simple experiment: listen to the Top 20. It will sound like mindless dreck. For the next two weeks, sleep north-south with your head pointing due north. Listen to a few of the top 20 every day. Within that time, you’ll begin to slowly – horror of horrors – like them, although you’ll have difficulty admitting it to your hipster friends.
Radio Spider has already diversified into advertising other products by broadcasting the jingle (”Co-stan-za!”). This makes you extra receptive to the advertising message when you see it on TV, accompanied by the jingle. One product in particular calls out for special mention: Election candidates (Think of an election coming up, say, in ‘09…)
Recently, Russia’s been in the news for making increasingly aggressive bids to claim large polar areas, including the North Pole itself. The natural resources grab is a feint – as the magnetic pole drifts a few miles every year, the Russians want to be sure that they dominate the Pole’s entire foraging ground. Of course, this calls for a lot of investment, which some top government advisors balked at. The Russian President reportedly overruled them with a chilling and eerily familiar remark: “When you have them by the poles, their hearts and minds will follow”
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