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What Computer Science Can Teach Economics

eldavojohn writes "A new award-winning thesis from an MIT computer science assistant professor showed that the Nash equilibrium of complex games (like the economy or poker) belong to problems with non-deterministic polynomial (NP) complexity (more specifically PPAD complexity, a subset of TFNP problems which is a subset of FNP problems which is a subset of NP problems). More importantly there should be a single solution for one problem that can be adapted to fit all the other problems. Meaning if you can generalize the solution to poker, you have the ability to discover the Nash equilibrium of the economy. Some computer scientists are calling this the biggest development in game theory in a decade."

421 comments

  1. Reads like string theory by Anonymous Coward · · Score: 1, Funny

    Biggest development in a decade! We haven't figured out how yet though!

    1. Re:Reads like string theory by Mr2cents · · Score: 2, Funny

      If all else fails, at least we can still exchange a few funny stories about crashes...

      --
      "It's too bad that stupidity isn't painful." - Anton LaVey
    2. Re:Reads like string theory by Anonymous Coward · · Score: 0

      Poker? I haven't even kissed 'er!

    3. Re:Reads like string theory by ultranova · · Score: 1

      Biggest development in a decade! We haven't figured out how yet though!

      Coming up with any definitive answers would be the biggest development of the whole human history. Simply asserting that they exist is easily the development of the century. This is economics, after all, rather than astrology or psychics or similar respectful scientifically studied fields.

      --

      Forget magic. Any technology distinguishable from divine power is insufficiently advanced.

  2. No shit by phantomcircuit · · Score: 0

    Shocker economics problems are beyond the relatively simple equations that were being used to model entire markets.

    NO SHIT

    1. Re:No shit by megamerican · · Score: 3, Insightful

      That's why the goal is to dumb down the average person and limit his choices until we're at the level of a THX 1138/Brave New World society.

      --
      If you have something that you dont want anyone to know, maybe you shouldnt be doing it in the first place -Eric Schmidt
    2. Re:No shit by Anonymous Coward · · Score: 0

      Those relatively simple equations are quite accurate. The problem is finding solutions to those equations, typically in terms of differential equations of one kind or another. That is a hard mathematical problem.

    3. Re:No shit by Gorobei · · Score: 2, Informative

      Don't be shocked, the MIT article doesn't even get the simple example of game theory right:

      One of the simplest examples is the penalty-kick game: In soccer, a penalty kick gives the offensive player a shot on goal with only the goalie defending. The goalie has so little reaction time that she has to guess which half of the goal to protect just as the ball is struck; the shooter tries to go the opposite way. In the game-theory version, the goalie always wins if both players pick the same half of the goal, and the shooter wins if they pick different halves. So each player has two strategies -- go left or go right -- and there are two outcomes -- kicker wins or goalie wins.

      It's probably obvious that the best strategy for both players is to randomly go left or right with equal probability; that way, both will win about half the time.

      Wrong. This model of a a real-world game ignores the fact that the goalie has an option: where he stands. MIT should stick to the prisoner's dilemma, sports are not their area of expertise :)

      The best strategy is not random left/right. It is for the goalie to position himself off-center such that the shooter goes left or right with non-equal probabilities, and the goalie dives with non-equal probabilities.

    4. Re:No shit by Anonymous Coward · · Score: 0

      You are a true believer. Blessings of the state, blessings of the masses, thou art a subject of the divine, created in the image of man, by the masses, for the masses.

      Let us be thankful we have an occupation to fill. Work hard, incresae production, prevent accidents, and, be happy.

    5. Re:No shit by Anonymous Coward · · Score: 1, Funny

      I didn't understand the soccer analogy anyway.

      Do you have a car one?

    6. Re:No shit by Carewolf · · Score: 2, Insightful

      And the best strategy for the shooter is to place the ball in the corner where the goalie can't reach it even if guesses the right side. The only problem with this strategy is that it increases the risk of missing the goal entirely, which not only losses the 50-50 chance but is also extremely embarrassing. So the optimal strategy is only valid for really good shooters.

      And we are not even covering the options of feints, but game theory of feints gets silly. Is is feinting for real or is he feinting to make me think he is feinting, or is he feinting to make me think he is only feinting to make me think he is feinting? or...

    7. Re:No shit by qc_dk · · Score: 1
      Or he could drop his pants, or draw a gun and shoot the kicker. Just because a model isn't complete does not mean it's useless.

      In fencing this model is often used: http://www.lindajdunn.com/fencing/TacticalWheel.html

      It does not describe the full tactical game, far from it. But it is a very effective tool for thinking about the bout. And, if you can't deconstruct your opponent's tactics it is very effective to simply chose randomly.

    8. Re:No shit by Anonymous Coward · · Score: 0

      Um, in reality there are an infinite number of strategies based on where to stand, how to move, where to look, where to jump or kick using which technique... Modelling the situation with three alternatives is not significantly more realistic than two alternatives, and what they are really going for is the simplest possible example.

    9. Re:No shit by jimbolauski · · Score: 1

      There's one problem with that, morons lack logic and reasoning which make them unpredictable, an idiot may choose to do something based on illogical reasoning, just think guys with mulletts. Economics falls into the chaos theory chategory and if ALL variables are known then a good model can be constructed but for every unknown the error grows exponenatly.

      --
      Knowledge = Power
      P= W/t
      t=Money
      Money = Work/Knowledge so the less you know the more you make
    10. Re:No shit by alexborges · · Score: 1

      If we are at the BNW society, where the fuck is my free drugs?

      --
      NO SIG
    11. Re:No shit by Gorobei · · Score: 1

      I'm claiming the example is absurd because it misses a major aspect of reality:

      Prof: so shooter picks left or right, goalie picks left or right, we assume if picks match goalie always wins else he loses. So, it's 50/50. QED.
      Goro: so goalie goes and stands in front of the left goalpost. Now he always wins. So it's 100/0.
      Prof: it's a model, damnit, it's not useless. Would you like to hear my proof of why spherical chickens cannot fly?

    12. Re:No shit by qc_dk · · Score: 1

      But the model isn't trying to create a correct simulation of football. It is an illustration facilitating the study of a seemingly quite simple mathematical problem. Of course he could have stated it as a problem in abstract math.

      To me your criticism is technically correct but missing the point. Like:

      Prof: "Charlie has three apples and and Christine has four apples, they have seven apples together"

      Goro: "That's crazy, I talked to Charlie and he only has one apple. Besides apples are different I would rather have a belle de boskoop than a granny smith so you can't just add the apples together."

      Goro: so goalie goes and stands in front of the left goalpost. Now he always wins. So it's 100/0.

      Technically the goalie can only choose the left half now which would still mean 50/50 unless the kicker changes his strategy to always right in which case the kicker will always win.

  3. The problem is not an efficient algorithm by iamacat · · Score: 3, Interesting

    Polynomial time approximate, probabilistic or special case solutions to NP problems are wide spread. The problem is that real human being in economics can not be easily described by an equation - and when they can be, they quickly change their behavior based on that knowledge. What both computer scientists and economists need to learn is stop being geeks addicted to a single theory and start dealing with people.

    1. Re:The problem is not an efficient algorithm by GigsVT · · Score: 3, Insightful

      The emergent intelligence of the market will likely never be able to be simulated.

      A centralized model can't react in real time to factors that change by the minute or by the second like human actors can.

      What was desirable to us one minute ago may no longer be desirable to us.
      What was desirable one minute ago to me may have never been desirable to you!

      No formula can ever quantify that value. It's subjective.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    2. Re:The problem is not an efficient algorithm by zach_the_lizard · · Score: 4, Informative

      There are entire schools of economics that criticize the mainstream schools using this very line of reasoning. IIRC, the Austrian school economists (Mises, Menger, et. al) never use any sort of math at all, except in trying to determine things such as the rate of inflation. There are others, too, but their names escape me at the moment.

      --
      SSC
    3. Re:The problem is not an efficient algorithm by NeutronCowboy · · Score: 4, Insightful

      I was about to say the same thing. Unlike poker, the rules of the games are altered based on the current knowledge about the state of the game. This means that as soon as someone proclaims "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      Computer Scientists - and Economists - have a habit of assuming that they just need to find the proper model for human behavior, and all the problems will be solved. That's because that's how it works in a science: you assume the rules don't change in an arbitrary fashion. Humans, however, do. This makes any prediction of human behavior a statistical undertaking at best. Your success will be measured by how much better you compared to a random decision making process. At worst, the statistical anomaly completely wrecks your model - see the Black Swan Theory in Economics.

      --
      Those who can, do. Those who can't, sue.
    4. Re:The problem is not an efficient algorithm by Smoke2Joints · · Score: 2, Insightful

      the point is, however, that its probable that a certain product or commodity will be desirable by somebody, or even a group of somebodies, at some point in time, based on past interactions in the marketplace.

    5. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0, Flamebait

      the Austrian school economists (Mises, Menger, et. al) never use any sort of math at all, except in trying to determine things such as the rate of inflation.

      That's because their absurd notions don't stand up to mathematical scrutiny.

      "We don't use math because what we say can be disproven by math"

    6. Re:The problem is not an efficient algorithm by gerddie · · Score: 4, Interesting

      Well, I'm not surprised there is such school. My impression is, that economists in general don't have a good grasp of math, specifically, they don't seem to understand the exponential function, otherwise they would not speak of "growth" all the time.
      I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

    7. Re:The problem is not an efficient algorithm by Lord+Ender · · Score: 1

      Is that a "school" or a couple ranting old kooks?

      --
      A slashdotter who didn't build his own computer is like a Jedi who didn't build his own lightsaber.
    8. Re:The problem is not an efficient algorithm by caffeinemessiah · · Score: 1

      This means that as soon as someone proclaims "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      Which means that economists will always have a profession, and more concretely, a job. Now THAT's job security (just talk to any humanities scholar going up for tenure)...

      --
      An old-timer with old-timey ideas.
    9. Re:The problem is not an efficient algorithm by NeutronCowboy · · Score: 2, Interesting

      I'd say it goes beyond that: humans can't react to those factors either. Where do you think the current credit meltdown came from? Humans were not able to model the credit market behavior, just as much as the mathematical models were unable to do so.

      It is not even subjective - I'd argue it's almost quantum mechanical: the mere act of looking at a market changes its behavior. The advantage of modeling quantum mechanical systems though is that they don't change their rules just to spite you. The certainty for the momentum of a particle changes in a particular fashion when its location is analyzed, no matter how many times you perform that measurement. The particle doesn't change its behavior to screw over the investigator.

      --
      Those who can, do. Those who can't, sue.
    10. Re:The problem is not an efficient algorithm by Red+Flayer · · Score: 1

      A centralized model can't react in real time to factors that change by the minute or by the second like human actors can.

      That's false, I think. If you already have the algorithm, and the same access to data that the human actors have, then the model is faster than the human actors... provided you have the computational equipment. Humans need to execute decisions, which can take far longer than a sufficiently powerful computer.

      The problem is that it'd take trillions or more years to arrive at the Nash equilibrium (which defines your model) for a system as complex as the economy.

      What was desirable to us one minute ago may no longer be desirable to us.
      What was desirable one minute ago to me may have never been desirable to you!

      No formula can ever quantify that value. It's subjective.

      And that's a completely different problem, one that is currently being tackled by a number of people. By the way, that's why its dangerous to use economic models developed for commodities when dealing with non-commodity goods, there are a ton of extra inputs into deriving something as "simple" as a demand curve for non-commodity goods.

      --
      "Trolls they were, but filled with the evil will of their master: a fell race..." -- J.R.R. Tolkien on Olog-hai
    11. Re:The problem is not an efficient algorithm by zach_the_lizard · · Score: 1

      That's because their absurd notions don't stand up to mathematical scrutiny. "We don't use math because what we say can be disproven by math"

      What sort of conclusions have they come to that are A) absurd and B) demonstrated to be absurd with the application of math? I hear many economists dismiss them out of hand, but I have seen very few actually go into depth as to why they must be absurd. Bryan Caplan has a critique of the Austrians, but his is one of the few I've read.

      --
      SSC
    12. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Computer Scientists - and Economists - have a habit of assuming that they just need to find the proper model for human behavior, and all the problems will be solved. That's because that's how it works in a science: you assume the rules don't change in an arbitrary fashion.

      If you just assume then it is not science. Science is about testing your assumptions.

      This makes any prediction of human behavior a statistical undertaking at best.

      Just like statistical mechanics for example, which serves very well as a description of the bulk properties of materials.

    13. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      The answer is 42...

    14. Re:The problem is not an efficient algorithm by NeutronCowboy · · Score: 1

      If you just assume then it is not science. Science is about testing your assumptions.

      Even science has some untestable working assumptions.
      1) There is no old guy with a beard in the sky who arbitrarily changes the rules.
      2) Humans have enough intelligence and sensory input to build a consistent model of the world.

      --
      Those who can, do. Those who can't, sue.
    15. Re:The problem is not an efficient algorithm by poetmatt · · Score: 1

      well, causation is something that can be easily predicted up to a margin, but the rest of this, not so much.

    16. Re:The problem is not an efficient algorithm by zach_the_lizard · · Score: 1

      One of them won a Nobel prize, so I'd have to say they're not totally crazy.

      --
      SSC
    17. Re:The problem is not an efficient algorithm by TheNarrator · · Score: 1

      I was about to say the same thing. Unlike poker, the rules of the games are altered based on the current knowledge about the state of the game. This means that as soon as someone proclaims "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      So really economics is best modeled as mutating finite automata, with the economist being an actor in the simulation. Maybe Steven Wolfram was onto something with his rantings about finite automata describing the natural world much better than equations.

    18. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Hmm, maybe the dismissal of rent-seeking by monopolies as immaterial, since the Austrian school invokes the Deus Ex Machina of innovation to supplant monopolies?

      All monopoly rent-seeking is dismissed by Austrians as a just reward for the act of obtaining a monopoly, and the damages of that rent-seeking is ignored.

    19. Re:The problem is not an efficient algorithm by zach_the_lizard · · Score: 1

      Do you have a source for the assertion that Austrians view monopolies as being non-evil?

      --
      SSC
    20. Re:The problem is not an efficient algorithm by Red+Flayer · · Score: 4, Informative

      I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

      That does not mean that additional wealth cannot be created without infusion of additional resources.

      I know it's counterintuitive for most people with a "hard science" background... I struggled with it as an undergrad. But economics is not a zero-sum game. I give you $150 and you give me an hour of labor. We've both benefited by the trade. If we are really acting freely, we've both benefited (or we wouldn't have engaged in the trade), so we are both wealthier than we were before. This is the fundamental basis of perpetual economic growth... given a free market* in which to pursue trades, wealth increases as trades are made.

      * Free as in some-kind-of-approximation-of-an-ideal-free-market, not free as in no-legal-restrictions-on-activity.

      --
      "Trolls they were, but filled with the evil will of their master: a fell race..." -- J.R.R. Tolkien on Olog-hai
    21. Re:The problem is not an efficient algorithm by j1mmy · · Score: 1

      actually, it has nothing to do with reaction time. you hinted at the correct issue: desirability

      you can program a computer to model desirability within an economic actor, but it will never be more than a simplified model of the real thing. the possibility for tangential expansion of error is enormous.

    22. Re:The problem is not an efficient algorithm by Marcika · · Score: 4, Informative

      Well, I'm not surprised there is such school. My impression is, that economists in general don't have a good grasp of math, specifically, they don't seem to understand the exponential function, otherwise they would not speak of "growth" all the time. I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

      Your impression is wrong. Every economist knows about Thomas Robert Malthus and Malthusian economics -- for the pre-industrial era his model best explains demographics and the limits of growth. It only so happened that just after he published his thoughts, the industrial revolution happened and technological progress pushed the boundaries of growth further and further - in an exponential manner.

      Would you dare to make an exact forecast where the limits of growth lie? Limited by fossil fuels? Or a single planet's worth of solar energy? Maybe a Dyson sphere's worth of solar energy? Technological progress moves the goalposts rapidly enough that you have to assume exponential growth punctuated by occasional catastrophes - at least for the next 50 years.

    23. Re:The problem is not an efficient algorithm by MichaelSmith · · Score: 1

      I have heard similar arguments about applying metrics to the management of software development. This is the scenario where you set a standard of 100 lines of code per day or 0.5 bugs per hour or something, then evaluate engineers against it.

      Once the algorithm is known the engineers just work around it.

    24. Re:The problem is not an efficient algorithm by westlake · · Score: 1

      I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

      But those limits are not so easily fixed or defined.

      The microchip is the perfect example.

      It doesn't exist before 1958. It's economic, technological and social impact scarcely felt before the 1980s.

    25. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      I thought growth came from fractional reserve banking.
      bank to someone -> here is loan
      bank to someone -> please deposit your loan
      someone to bank -> ok
      bank to someone else -> here is a loan derived from the money loaned to the first someone who kindly gave us some free money

    26. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      The emergent intelligence of the market will likely never be able to be simulated.

      why?

      you got a +4 insightful (for now...) and maybe I feel the same, but I still don't see a rational argumento for that assetion ...

    27. Re:The problem is not an efficient algorithm by mishehu · · Score: 1

      Hmmm this make it seems like Economics is more in line with Quantum Mechanics than with simple NP equations... Once you're observed the system, you've changed it.

    28. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Why not go to the fountain of sputum itself?

      Here's a link to a place you can buy some hard copy if you want it.

      And here's another source for you: Carl Menger and the Origins of Austrian Economics, by Max Alter. Westview Press, Boulder, CO, 1990. Pp. viii, 256. $74.00. ISBN 0-8133-0945-X.

    29. Re:The problem is not an efficient algorithm by dpuu · · Score: 1

      Being human, some computer scientists and economists probably do make unwarranted assumptions. But the fact that humans can alter the rules of the game might not be relevant here: if there is an underlying meta-game whose rules constrain how the rules can be altered, then that is the model who's Nash equilibrium is sought. It seems, to me, unlikely that this will be an infinite regress: humans are ultimately restricted by the laws of physics. Even though any model of that meta-game would probably to too complex to be represented as any arrangement of all the subatomic particles in a human brain, it would be interesting if it were possible to characterize any of its properties mathematically.

      --
      Opinions my own, statements of fact may contain errors
    30. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Please google a few minutes about the (non-)existence and meaning of a Nobel prize for economics.

    31. Re:The problem is not an efficient algorithm by Fulcrum+of+Evil · · Score: 1

      This means that as soon as someone proclaims "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      So what you're saying is that it's really just Calvinball.

      --
      "We returned the General to El Salvador, or maybe Guatemala, it's difficult to tell from 10,000 feet"
    32. Re:The problem is not an efficient algorithm by omuls+are+tasty · · Score: 2, Insightful

      I'm sure it's great to repeat cliche lines when it comes to economics and computer science, and I know it's super popular with the recent quant economics and stock market debacle. But it'd be kind of nice if people knew what a Nash equilibrium is in the first place. If I use a Nash equilibrium strategy, it doesn't matter *how* you change your behaviour, you can't benefit from it. Think minimax algorithm in zero-sum games.

      This is a perfectly sound mathematical concept, in a mathematical sense it's as true as anything else in mathematics. And this is an important and interesting result we found about it. There's no need to label anybody as "geeks addicted to a single theory". It's the same as saying that we "need to stop being addicted to believing that 1+1 equals 2 and start dealing with people".

      Our applications of the theory can be more or less successful, and any application of game theory to anything as complicated as economics can only be an approximation. But there's no need to spit on this result because of that.

    33. Re:The problem is not an efficient algorithm by Red+Flayer · · Score: 2, Insightful

      FWIW... just because someone was awarded a Nobel Prize doesn't make their ideas inviolate.

      Even Rothbard heavily criticized Friedman (not to mention Krugman et al).

      --
      "Trolls they were, but filled with the evil will of their master: a fell race..." -- J.R.R. Tolkien on Olog-hai
    34. Re:The problem is not an efficient algorithm by astar · · Score: 1

      A central model is not the problem. This result has a bit of generality. Or emergent intelligence of the market, if such a thing exists. But you might want to criticize equilibrium assumptions or even axiom based systems.

    35. Re:The problem is not an efficient algorithm by yali · · Score: 2, Interesting

      My impression is, that economists in general don't have a good grasp of math

      I don't think the biggest problem is economists' grasp of math. Rather, it's that (a) the people implementing the economists' mathematical theories don't have a good grasp of the math, and (b) economists don't have a good grasp of the people their math is supposed to model.

    36. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      This is why standard economics solved the problem by negating the existence of time.

    37. Re:The problem is not an efficient algorithm by icebraining · · Score: 2, Informative

      Actually, some were. The people in charge just didn't listen to the right people.

    38. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      1) And what would we do if there was one? What could we do? As long as science seems to work, it is worth doing. We can't know if the rules will stay the same. If they do, great, if not, we have no information that would allow us to do anything else. No sense in seriously considering an option we cannot prepare for, or investigating something that cannot be known.

      2) Science attempts to build a consistent model of the world. It does not assume that it will succeed. Nonetheless it seems dumb not to try our best.

      Science does not really have any untestable working assumptions. It is not concerned with what is "true" as much as with what is useful, and usefulness serves as its ultimate test. We trust science because it has proven useful to us in making sense of the world. There is no question that it *could* fail us and the two items you listed are cases where it would (the latter of which could even be deemed probable). Nonetheless there is nothing we can do about these things, no way we could mitigate them or prepare ourselves to them, so even if we assumed they were very likely, we would have no reason to do anything differently. Basically, decision making has to be invariant to them, so all assumptions are orthogonal.

    39. Re:The problem is not an efficient algorithm by icebike · · Score: 1

      the point is, however, that its probable that a certain product or commodity will be desirable by somebody, or even a group of somebodies, at some point in time, based on past interactions in the marketplace.

      And of course, the marketplace is the best engine for measuring said probability.

      Trying to use game theory to evaluate the behavior of people in an attempt to explain the behavior of the market is, at best, some sort of first or second derivative approach.

      --
      Sig Battery depleted. Reverting to safe mode.
    40. Re:The problem is not an efficient algorithm by StanSitwell · · Score: 1

      Polynomial time approximate, probabilistic or special case solutions to NP problems are wide spread

      That's not saying much. Exact, general case, deterministic, polynomial time solutions to NP problems are even more wide spread. A problem is in NP if its answer is verifiable in polynomial time. Thus, any problem in P is also in NP. You're confusing NP with NP-Complete.

    41. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Science can't test the assumption that cause and effect itself isn't working. Like Dr. Sagan said, science depends on the idea that the universe is a Cosmos, not a Chaos. That's what arbitrary change implies, chaos, change without rules, and you cant figure out what the underlying rules are if there simply aren't any.
            To put it another way, science starts with the idea that rules exist, as one of its axioms. it can't logically prove or disprove such an axiom, since it starts from it. You could start from other axioms, sure, and make a logical proof or disproof of the theorem that there are rules for the particular area of study, but while that may be a formally logical proof, it's not a scientific one, because it doesn't start from the axioms of science. (Yes, science and logic are different things).
            Caffinemessiah shouldn't add that there can somehow be statistical undertakings. For the arbitrary change he describes, no rules at all, not even statistical or probabilistic rules, would apply.
            There are many practical limitations on science. The non-arbitraryness of cause and effect is just one. For another, it is impossible to prove by the scientific method that the scientific method itself does a better job of determining facts or predicting outcomes than any other possible method could.

    42. Re:The problem is not an efficient algorithm by astar · · Score: 1

      Well, you said probable. But I paid top dollar for a bunch of buggy whips. Know any buyers?

      The point here is that new tech devalues old tech.

      Anyway, on past (distance past) interactions in the market, I should be to find a buyer. If nothing else, I should be able to rely on the bigger fool theory like eveyone else. Then again, that has not worked out so well lately. But there is always the government to bail me out.

    43. Re:The problem is not an efficient algorithm by need4mospd · · Score: 1

      It doesn't matter if wealth grows at an exponential rate if debt grows at an exponential rate that is greater. Graph two lines out, one at a 5% increase, the other at an 8% increase out 30 years for a clear picture of what happens, or I should say, what happened. Most of the "wealth creation" we've had recently is false wealth, or pulled forward demand. Created thanks to free flowing credit. We've reached a point where servicing the debt that payed for that "wealth" is becoming increasingly painful to do.

    44. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      That's because that's how it works in a science: you assume the rules don't change in an arbitrary fashion. Humans, however, do. This makes any prediction of human behavior a statistical undertaking at best.

      The Nash equilibrium is a "statistical undertaking". The purpose of it is to find the decision that is most likely to be the best decision given the probability of the other actors' decisions. It doesn't necessarily assume that the rules do not change. Read the Wikipedia article linked in the summary.

    45. Re:The problem is not an efficient algorithm by war4peace · · Score: 1

      If you are trying to go down to predict and model the individual, then yes, you are right. But work with large enough groups (like nations, for example) and you'd be amazed of the results.

      A simple exercise: take last year's daily wake up time for an individual from China. It would most likely wildly vary in time, and you can't forecast when is he going to wake up tomorrow. You can guess that it might happen in the morning, based on a rough average, but can't be more precise than that. Now do the same for the entire Chinese People, and you'll most likely be able to forecast an average wake up time down to the very second. And be right.

      Now you might ask yourself what good does that do and how does that apply to economy. Just think gas or cigarette taxes. They are being applied using the same principle. And having a better mathematical algorithm means only more money for whoever understands and applies the principle correctly.

      --
      ...gis sdrawkcab (usually not responding to ACs; don't bother posting as AC)
    46. Re:The problem is not an efficient algorithm by Hognoxious · · Score: 1

      That does not mean that additional wealth cannot be created without infusion of additional resources.

      Rather too many negatives there. But you still can't create infinite wealth from finite resources. Something, somewhere - laws of thermodynamics, rarity of some resource - sets a limit on what you can create.

      --
      Confucius say, "Find worm in apple - bad. Find half a worm - worse."
    47. Re:The problem is not an efficient algorithm by Odinlake · · Score: 1

      The problem is that real human being in economics can not be easily described by an equation - and when they can be, they quickly change their behavior based on that knowledge.

      Despite popular belief, scientists are usually not stupid. Have you considered the possibility that maybe one or two of them through the centuries have gone through this train of thoughs before?

      If my memory serves me, a Nash equilibrium is roughly defined as a state where no single player has any particular incentive to change their strategy - that means that if you change your strategy you loose more money. These states are considered important because if people somhow discover strategies corresponding to Nash-equilibria then to some extent they tend to end up in that state (anyone changing will loose money). The point (or one point) of the article was that those strategies may be very difficullt to find in some cases and therefore this doesn't happen, but that doesn't change the fact that there are many other situations out there where this is still a very usefull approach.

    48. Re:The problem is not an efficient algorithm by sjames · · Score: 1

      Pet Rock, Hula Hoop, Mood Ring...

      The large scale aspects can be modeled but the confidence can never be 100%. Smaller scale movements might as well be quantum foam. Something like the uncertainty principle will likely be in play somewhere as well.

    49. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Well, I'm not surprised there is such school. My impression is, that economists in general don't have a good grasp of math, specifically, they don't seem to understand the exponential function, otherwise they would not speak of "growth" all the time.
      I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

      The whole point of economics is the study of the allocation of scarce resources, so I'm not sure what you mean by your last sentance. IMHO you don't have a good grasp of economics.

      If by limited resources you mean capital, and if all production were dependent on it then eventually economies would reach a steady state because of diminishing returns. However, the world is far more complex than that - you need to account for technological progress and human capital (e.g. education). Human capital for example is scarce in that it has a cost (university fees is a good example) but does not experience (or we have not seen evidence of) diminishing returns i.e. humans can continue to learn and work towards progress without hitting a steady state. Similarly, if technology leads to more efficient use of current resources, or leads to new resources again a steady state can be avoided.

    50. Re:The problem is not an efficient algorithm by Tacvek · · Score: 0

      It is not so much that they don't understand, as thee mythical free market collapses badly without growth, or rather it could work, but not in the same way we are used to.

      The system assumes that net consumption and net production will both continue to increase at some rate. (It need not be exponential, but there must be non-zero increase). We know that that cannot hold indefinitely. For such to occur, either the population needs to increase, or the population being held steady, that production become more efficient, leaving the population to have more time for consumption. However, there is also limits to how far that can extend, since there is no such thing as a truly unlimited resource. Even the size of the universe is believed to be finite.

      An economy with a positive interest rate is sustainable only with growth. Without growth, if you lend out 4 dollars and expect more than 4 dollars back, that could happen, but only with inflation at a rate that makes the four dollars you get back equal the original four dollars in buying power. In such an event, there would be no benefit to ever lending money out, so rate of inflation would tend to zero.

      An economy with a positive interest rate is a pyramid scheme, and will eventually fail. However, at the moment, the world literally has so much invested into such economies that they are the only type we can see. They also happen to be what economists study, since they are what exist in the current world. We are rapidly approaching the moment of truth. It may not occur in our lifetime, but, if not, likely only shortly thereafter. At that point the human race must either rethink economics, or some sort of disaster must occur. If say 95% of the human population was wiped out, then the same economic model could almost certainly continue to work, since growth could occur by means of population growth.

      Otherwise the human race is in store for a rude awakening.

      --
      Stylish sheet to fix many problems in Slashdot's D3: https://gist.github.com/801524
    51. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 2, Interesting

      Do you have a source for the assertion that Austrians view monopolies as being non-evil?

      or perhaps more importantly, is there any source for the assertion that anti-trust action restores a competitive marketplace?

      I am not an expert in economics, nor do I hold a strong opinion on whether anti-trust action is good or not, but I've seen comments that breaking up Standard Oil was good for them rather than the market. I haven't tried to verify whether this is true. I've seen anti-trust be completely ineffective at stopping MS bundling IE with windows but competition, especially from firefox very effectively counter that problem, by which I mean that I can access my bank and all necessary websites without using IE.

      The government as a buyer in the market can do a lot against monopolies by not supporting them. Requiring open standards and protocols when acquiring products, for example, would do far more against software monopolies than regulatory action as far as I can tell. Is the government really more efficient than the market at destroying monopolies? They seem to do more creation of monopolies than destruction of them.

    52. Re:The problem is not an efficient algorithm by Captain+Segfault · · Score: 1

      Polynomial time approximate, probabilistic or special case solutions to NP problems are wide spread.

      That's all well and good, but the point is that any theory that requires the actors to have infinite computational power must be incorrect, irrespective of the rationality of the actors. Note that it is possible to prove it is NP-hard to even approximate solutions to some problems.

      The problem is that real human being in economics can not be easily described by an equation

      Which does not mean that their behavior in certain cases can not be usefully approximated by one.

      and when they can be, they quickly change their behavior based on that knowledge.

      Not necessarily.

      A model may well tell them that they are already behaving correctly. It could also point out a way they could change their behavior to their own benefit, without invalidating the model.

      Just because no model can effectively predict what the stock market will do tomorrow does not mean that economic modeling is useless.

    53. Re:The problem is not an efficient algorithm by Chris+Burke · · Score: 1

      If you just assume then it is not science. Science is about testing your assumptions.

      Not necessarily, but you should at least state them.

      Newton's theory was based on the assumption that time is the same for all observers. An assumption so obvious that it took a brilliant man like him to even note that he was making it.

      If you can think of how Newton could have plausibly tested this assumption, then bravo to you. If you think you can argue that Newton was not doing science by not testing this assumption, then LOL.

      --

      The enemies of Democracy are
    54. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 1, Insightful

      I'm not saying one should not take human behavior into account, but at least they should get the boundary conditions right, and one of those is that our resources are limited.

      I propose that we fix this incredible oversight by introducing the concept of "scarcity" to those silly economists.

    55. Re:The problem is not an efficient algorithm by naasking · · Score: 1

      No formula can ever quantify that value. It's subjective.

      Ridiculous. Modeling aggregate behaviour is perfectly reasonable. How do you think quantum mechanics works? We can't precisely model individual particle characteristics, but aggregate behaviour can be studied to remarkable precision. At the moment, quantum mechanics is one of the most precise scientific theories of all time.

    56. Re:The problem is not an efficient algorithm by CodeBuster · · Score: 1

      Computer Scientists - and Economists - have a habit of assuming that they just need to find the proper model for human behavior, and all the problems will be solved.

      I am not an economist, so I cannot speak for the economists out there, but I am a computer scientist (my BS degree is in CS for whatever that is worth) so I can speak for myself as a computer scientist. In this regard I would say that many computer scientists are interested not in modeling human behavior per se, but rather understanding the limits of what can be accurately modeled or computed and to what margin of error. That is why we study the computational complexity and classes of problems which can be computed, so that we know what can be quantified (and to what degree) and what is worth computing. In this way, we do not waste our time on those things which cannot be quantified or cannot be computed in any reasonable amount of time. In AI the term stochastic is used to describe problems which involve randomness (which unless you believe the chaos theorists, cannot be pre-determined) of which the stock market, for example, is in the worst possible category (i.e. it is stochastic, imperfect knowledge, non-zero sum, multiple agent, no static end goal, etc). Only a dishonest or ill informed computer scientist would claim the ability to accurately predict the stock market, which ultimately has a subjective basis (i.e. what people believe things are worth and how they behave according to that belief).

      This makes any prediction of human behavior a statistical undertaking at best. Your success will be measured by how much better you compared to a random decision making process. At worst, the statistical anomaly completely wrecks your model - see the Black Swan Theory in Economics.

      This is true. However, it is important to remember that the mathematicians and computer scientists who wrote formulas and programs for Wall Street didn't sell them as completely accurate predictors of the future (or at least the honest ones didn't). Very often it was the business types who became so enamored of the "scientific" basis for formulas (which they didn't really understand) that they began trusting them in situations where they shouldn't have (greed can blind the best of us after all). If loses are potentially unlimited and there are random variables which result in loses then there is always the possibility of epic failure or to phrase it another way: running in front of a steamroller to pick up pennies probably isn't worth risking your life, even if 99.99999 times out of a hundred you will be successful.

    57. Re:The problem is not an efficient algorithm by zach_the_lizard · · Score: 2, Informative

      Friedman wasn't an Austrian in any sense of the word. Hayek, though, is who I'm talking about. And Rothbard, Hayek, and Mises all had their own disagreements. Rothbard dedicates a tiny section of one of his books (For a New Liberty?) to a critique of Mises's claim that economics lacks value judgements, for example.

      --
      SSC
    58. Re:The problem is not an efficient algorithm by dcollins117 · · Score: 1

      Pet Rock, Hula Hoop, Mood Ring...

      And those were the good old days. Today we have the Chia Obama and Obama Mia.

    59. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Also called "Look at yourself in the mirror" theory. They never get it, though.

    60. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      If I understand your post correctly, I think that what you suggest is actually what economics already does. Most of our models don't give a sharp prediction of what will happen and when it will happen. Rather, for a given point in time, they give a probability distribution over outcomes. Or instead of fixing a point in time, you could fix an outcome and get a probability distribution over when that event will occur.

      As for your observation that the mere act of looking at a market changes behavior -- you might like this book: An Engine, Not a Camera by Donald MacKenzie.

    61. Re:The problem is not an efficient algorithm by Evil+Pete · · Score: 1

      The problem is that the model of the market is part of the market. Therefore the correct model could only be true for a brief period, if at all. Any model will become a subset of a new model ... ad infinitum. However, it is an interesting result nonetheless.

      --
      Bitter and proud of it.
    62. Re:The problem is not an efficient algorithm by hazem · · Score: 1

      Just because no model can effectively predict what the stock market will do tomorrow does not mean that economic modeling is useless.

      That reminds me of a favorite quote of mine: All models are wrong. Some are useful.

      I'm neither an economist nor a computer scientist, but it seems to me that if you look at sets of economic data, such as wealth distributions, it really seems that there must be some "fundamental law" driving the patterns - since they seem to come up over and over again. Determining that law is probably pretty hard, if not impossible. However as you appear to say, there is still value in attempting to describe what's going on mathematically.

      As an analogy, the Traveling Salesman problem apparently can never be "solved", however very useful information can be found from approximations and analytical methods. It would be stupid for UPS or the postal service to say "it can't be solved, oh well" and never at least try to come up with something better than having their drivers randomly drive around.

      Others here point out that individual human beings are economically irrational and erratic. That makes them very difficult to model in many cases, and that once they are aware of analysis, they are likely to change their behavior. Looking for a "fundamental law", this sounds a lot like "collapsing the wave function" in quantum mechanics or even the "uncertainty principle".

      I don't know exactly how hard it is to predict the behavior of a single electron, but we benefit greatly from being able to model and predict behavior of lots of them (PSPICE works pretty well at modeling circuits, but would be impossible if it had to model every individual electron in the circuit). Likewise, there are probably ways to fairly accurately model and describe human behavior in aggregate, even if you can't accurately deal with a single individual.

      I may be biased, however, since I do like working with modeling & simulation. I'm probably wrong, but sometimes I'm useful.

    63. Re:The problem is not an efficient algorithm by pirot · · Score: 0
      "they quickly change their behavior based on that knowledge": This is exactly what game theory studies: how agents will change their information based on the knowledge they have.

      Here is how an interaction will happen, in a very stylized manner:

      1a: Party A will act in a specific way, following action A1, which seems to be the best.

      1b: Party B, anticipating the action A1 of A, will follow action B1

      2a: Party A knowing that party B will play B1, now revises the decision and follows action A2.

      2b: Party B knowing that part A will play A2, now revised the decision and follows action B2.

      3a: Party A knowing that party B will play B2, now revises the decision and follows action A3.

      3b: Party B knowing that part A will play A3, now revised the decision and follows action B3.

      ....(the story continues)....

      At the end, we have a situation where this interaction converges into the equilibrium.

      The problem is not that humans will "change their behavior based on that knowledge". It is that most humans do not have the infinite computational capability to follow the logic until the end. Costis work shows that the computational power required for agents to compute their "optimal" actions is too high, so they will most probably go with their suboptimal decisions.

    64. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      I'm sure it's great to repeat cliche lines when it comes to economics and computer science, and I know it's super popular with the recent quant economics and stock market debacle. But it'd be kind of nice if people knew what a Nash equilibrium is in the first place. If I use a Nash equilibrium strategy, it doesn't matter *how* you change your behaviour, you can't benefit from it. Think minimax algorithm in zero-sum games.

      Sort of. The problem is that a Nash equilibrium isn't always stable once it's recognized: You may not be able to make yourself any better off, but you may be able to make everybody else so miserable (without improving your own position) that you can coerce them into changing their behavior to make you better off.

    65. Re:The problem is not an efficient algorithm by khallow · · Score: 2, Insightful

      Computer Scientists - and Economists - have a habit of assuming that they just need to find the proper model for human behavior, and all the problems will be solved.

      There are two problems with that statement. First, that's not how computer scientists and economists work. Second, even if they did, how do you know they would be wrong in that assumption? I ignore here the laziness of claiming that economists would consider a mathematical model of human behavior a solution to "all" problems, including completely unrelated problem like opening a stiff door or how to wash the small of one's back while in the shower.

    66. Re:The problem is not an efficient algorithm by ClosedSource · · Score: 1

      Sure, that's why I only trade in markets where the other players are particles rather than humans.

    67. Re:The problem is not an efficient algorithm by complete+loony · · Score: 1

      Just because you (and most economists) don't know an economist who predicted this crisis, does not mean that no economists predicted it. I agree that the crisis can be partly blamed on the inability of people to model the economy correctly, but I believe that the cause of the credit crisis can be, and has been, modeled.

      There is a big dis-connection between the most widely used models of the economy and actual economic reality, I believe most of these models should be thrown away as they can easily be falsified from existing empirical evidence.

      --
      09F91102 no, 455FE104 nope, F190A1E8 uh-uh, 7A5F8A09 that's not it, C87294CE no. Ah! 452F6E403CDF10714E41DFAA257D313F.
    68. Re:The problem is not an efficient algorithm by naasking · · Score: 1

      Sure, that's why I only trade in markets where the other players are particles rather than humans.

      Indeed, because unlike how we can mathematically model and explain every single other physical system we've encountered, humans are just super special. Math is hard, let's go shopping!

    69. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      It's been proposed, but not proven, that the universe is deterministic. In this case if one has complete information about every particle in the universe then both the past and future can be predicted. Thus anything in that universe can be modeled and simulated.

      http://en.wikipedia.org/wiki/Laplace's_demon

    70. Re:The problem is not an efficient algorithm by ldbapp · · Score: 1

      Of course there are resource limits. "Unlimited growth" is a reasonable thing to talk about *now* because of two facts, below. So, yes, we're limited in our physical resources, but until we are using them maximally efficiently, there's lots of room for economic growth. It may be debatable how long we have until we start to hit physical limits, but it is very likely not this year, nor 10 years from now, nor even 30 years from now. (Look up world population in Wikipedia for projections.)

      1. Economic activity is proportional to population size (usually). So as long as the world's population keeps growing, the economy can keep growing. (And as an aside, I have always interpreted economists' talk about growth to mean: "keeping up with the population". Doing so makes all the talk about growth seem more reasonable.)

      2. Economic activity, and hence growth, is not only a measure the use of resources, but a measure of the efficiency with which we use those resources. We have lots of room for increased efficiency. One real-world example is the vast underutilization of a vast portion of the world's population.

      You can even have economic growth without any increase in physical resource usage. Here's a toy example. Suppose you lived in a world with zero population growth, and one in which every person renewably grew their own food and renewably built their own shelter, with no other economic activity. Now imagine this community discovered music (and at the same time money!). There is lots of room for economic growth as people learn to entertain themselves and others, and as they get better and better at it, and people are willing to pay more to hear the better performers. Then one of the really good performers realizes that it'd better if he pays some bad performer to take over the job of growing his food and building/maintaining his shelter, and the bad performer realizes she's better at that than making music. More growth. So you have lots and lots of room for economic growth even if people are only shuffling around into jobs at which they are getting better in lieu of jobs they're not so good at.

    71. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      You are looking at science as an individual pursuit, which it is not. By stating your assumptions you allow other to test that they hold true in the circumstances which you describe. This is what Einstein did when he removed the assumption that Newton made about the existence of a universal frame of reference. Progress is made in science by looking at what others have assumed and then seeing why the assumption do not always hold true. Hence testing assumptions is a core component of science.

    72. Re:The problem is not an efficient algorithm by snadrus · · Score: 2, Insightful

      Careful with this, Economics is the study of human distribution of limited resources.

      --
      Science & open-source build trust from peer review. Learn systems you can trust.
    73. Re:The problem is not an efficient algorithm by quetzalblue · · Score: 1

      I agree that the crisis can be partly blamed on the inability of people to model the economy correctly, but I believe that the cause of the credit crisis can be, and has been, modeled.

      I dont think so .. If the cause of the crisis has been (correctly) modeled, then it would be somewhat more straightforward to supply an action plan to correct the situation. Rather what I've been reading seems to suggest that the economists (yeah, throw in those useless banking slugs too) are still arguing about what caused the crash and whether the preventive actions taken by Bernake et al have helped or aggravated the situation.

      Is there an accurate model for pushing a rope ?

      OK, ok .. maybe it CAN be explained:
      Banks/Investment firms go broke from buying madly without checking the outstanding balance on their credit cards. (this is the tricky part of the model:) throw dice: even numbers get bailed out, odd numbers head for the locker room.

      Pretty simple after all ! .. I think I have a career ahead of me in the government ;-)

    74. Re:The problem is not an efficient algorithm by complete+loony · · Score: 1

      I highly recommend you read (or watch) Steve Keen. An Australian economist who is one of the few credited as having a model that predicted this crisis before it happened.

      --
      09F91102 no, 455FE104 nope, F190A1E8 uh-uh, 7A5F8A09 that's not it, C87294CE no. Ah! 452F6E403CDF10714E41DFAA257D313F.
    75. Re:The problem is not an efficient algorithm by HolyChao · · Score: 1

      That does not mean that additional wealth cannot be created without infusion of additional resources.

      I know it's counterintuitive for most people with a "hard science" background... I struggled with it as an undergrad. But economics is not a zero-sum game. I give you $150 and you give me an hour of labor. We've both benefited by the trade. If we are really acting freely, we've both benefited (or we wouldn't have engaged in the trade), so we are both wealthier than we were before. This is the fundamental basis of perpetual economic growth... given a free market* in which to pursue trades, wealth increases as trades are made.
       

      The claim you're responding to is that "our resources are limited." There are only so many hours of labor that are available. There is only so much money available (we can print more, but that devalues it). The exchange of $150 for an hour of labor creates wealth, but there's a limit to it.

    76. Re:The problem is not an efficient algorithm by Grym · · Score: 2, Insightful

      Fundamentally, Malthus was right. Exponential growth cannot continue indefinitely. At some point, resources will become limiting and exponential growth of human populations (and economies) will not be possible. The most extreme example of a limiting resource could be the number of atoms in the universe, but in practice, a realistic limit could very well end up being something as simple as oil.

      Perhaps it is true that the assumption of constant exponential growth is a safe for the next one or few generations, but is it really prudent to base our entire civilization and way or life on such a demonstrably flawed assumption? What exactly will happen when the music stops?

      -Grym

    77. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      And why exactly can the model not include that behavior?

    78. Re:The problem is not an efficient algorithm by Starker_Kull · · Score: 1

      The particle doesn't change its behavior to screw over the investigator.

      Or, to paraphrase, Nature is subtle, but she is not malicious? ;-)

    79. Re:The problem is not an efficient algorithm by ClosedSource · · Score: 1

      I guess I was napping when relativity and quantum mechanics were unified in a single proven theory.

    80. Re:The problem is not an efficient algorithm by brillow · · Score: 1

      Hari Seldon still has much to teach us.

    81. Re:The problem is not an efficient algorithm by naasking · · Score: 1

      Actually, you were napping the day they explained how science works.

    82. Re:The problem is not an efficient algorithm by countertrolling · · Score: 1

      ...they quickly change their behavior based on that knowledge.

      How very quantum of us. Oh well, nothing to see there.

      --
      For justice, we must go to Don Corleone
    83. Re:The problem is not an efficient algorithm by brillow · · Score: 2, Insightful

      That's because that's how it works in a science: you assume the rules don't change in an arbitrary fashion. Humans, however, do.

      Human behavior does not change in an arbitrary fashion. Just because we can't predict something accurately doesn't mean its random or arbitrary. I mean, do you act randomly? Do you purchase products and change careers because of a coin flip? No. No one else does either. (except well, psychotics)

      "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      This is, I think, an incomplete view on what "the rules" of economics would be should we find them. A true "rule" of economics would be like a law of nature. There would be no possibility of changing it. The "rule" here is not a regulatory system, its a model which explains behavior. Knowledge of the model could itself be a parameter of the model. The "rule" might also be incredibly abstract, more of a mathematical framework than a specific model. There is no reason to think its somehow impossible. Those who claim "X" is impossible have a poor track record.

      This makes any prediction of human behavior a statistical undertaking at best.

      All predictions are statistical, its just that for many things the probabilities fall very near 1 or very near 0. Induction cannot induce itself etc. The fundamental problem with this pervasive idea that human behavior cannot be usefully modeled is that its not based on anything. People say "its too complicated." Yeah, it is now. But that's not good evidence that the problem is somehow intractable. "Too hard" does not mean "impossible." Not knowing something also doesn't mean its possible. If you're going to assert impossibility, you need to come up with a proof of its impossibility. I am sure you can think of some examples where something was though to be impossible for no good reason and was proven to be not only possible, but eventually became mundane.

    84. Re:The problem is not an efficient algorithm by Alpha830RulZ · · Score: 1

      Fundamentally, Malthus was right. Exponential growth cannot continue indefinitely. At some point, resources will become limiting and exponential growth of human populations (and economies) will not be possible.

      Conceptually, this seems logical, and yet, like the end of Moore's Law, we haven't seen it yet. Resources have to become limiting if our usage function of the resources has a constant return. If you add in the possibility of technology improving efficiency of the use of resources, it's not clear when we run into these limits.

      Note, I am -not- advocating that we act as if Malthus was definitely wrong - the world will be a better place if we do limit population growth. I just think Malthus himself would be surprised about how we've thus far managed to psh the inevitable off into the future.

      --
      I was taught to respect my elders. The trouble is, it's getting harder and harder to find some.
    85. Re:The problem is not an efficient algorithm by syousef · · Score: 1

      That does not mean that additional wealth cannot be created without infusion of additional resources.

      Of course it does. It's just that you're not counting the resource you're putting in, which is the effort you're making to create the resource.

      I give you $150 and you give me an hour of labor. We've both benefited by the trade. If we are really acting freely, we've both benefited (or we wouldn't have engaged in the trade), so we are both wealthier than we were before. This is the fundamental basis of perpetual economic growth... given a free market* in which to pursue trades, wealth increases as trades are made.

      You've both also lost the object or service you traded away. It's still a zero sum game in terms of the resources. Pretending it's not is exactly why the economic system is so damn broken.

      --
      These posts express my own personal views, not those of my employer
    86. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      In the really long view, exponential growth will slam into the brick wall of physics-enforced logistics. Even if you assume plentiful cheap near-lightspeed space ships, humanity expands in a sphere. Planets at or beyond full capacity need to import... but the old populous planets (the volume of the sphere, 4/3 pi r^3) grow faster than the frontier (the surface area of the sphere, 4 pi r^2).

      However, human population and economics don't grow in a purely exponential way; it's more like an S curve with an exponential-looking middle. Our total population is on track to peak around 12 billion. It's technologically possible to meet the needs of that many people on Earth, even with everyone at roughly "first world" standards of living. (No, not everyone in mansions and two 4mpg SUVs per adult, obviously.)

      As the population levels off, eventually there will no longer be plentiful new markets to aggressively advertise new crap to, so the economy will have to remodel towards something more linear. Technology will continue to improve, so there IS always SOME room for growth. There'll be a huge dip if oil gets scarce before we replace it, and there'll be a huge spike when we get fusion (since the increased energy budget means we'll be able to individually afford to make/do more energy intensive things).

      And, provided we hit these equilibriums, a slow paced early space colonization effort won't be a problem, because we wouldn't be trying to use it to ease problematic population pressure or resource pressure.

    87. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      I'm neither an economist nor a computer scientist, but it seems to me that if you look at sets of economic data, such as wealth distributions, it really seems that there must be some "fundamental law" driving the patterns - since they seem to come up over and over again.

      I are an economist, at least by training. And an accountant. The pattern of increasing concentration of wealth, or "the rich getting richer" is not hard to understand at all. If capital on average has a positive return i, then you would expect that a person of x wealth would get richer at the rate of x*(1+i)^n, where n is the number of years down the road you are going to measure. That is, if you don't have to consume this wealth to survive. As soon as someone gets rich enough that they don't have to spend the interest on their money, their wealth is going to accrete faster than that of poorer people. In addition, as capital accumulates, the wealthy can afford to target riskier investments as part of their portfolio, and marshall more resources to develop higher returns through better efficiencies. These factors all combine to make it easier for the rich to get richer than those less fortunate than they are, due solely to the math involved. Add to that of course the natural tendency of the wealthy to exert political power, and we should not be surprised to see a repeating pattern. It's mostly just simple math.

      It's absolutely true that the first million is the hardest.

    88. Re:The problem is not an efficient algorithm by d'baba · · Score: 1

      But economics is not a zero-sum game.

      And Economics isn't necessarily a positive-sum game. There are losers. Just as in Poker.

      I give you $150 and you give me an hour of labor.

      Clearly you haven't worked on a warehouse floor recently.

      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    89. Re:The problem is not an efficient algorithm by d'baba · · Score: 1

      Would you dare to make an exact forecast where the limits of growth lie?

      People are dying right now because of political and economic limits. And the sad thing is that it looks like it is the political and not the economic/agricultural problems that are limiting people's access to food.

      How many people must die so that a fraction of 1% may live like gods?

      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    90. Re:The problem is not an efficient algorithm by d'baba · · Score: 1
      "All things being equal", "Assuming that", "Based on the assumption".
      These things trump any mathematical prowess or relevance.

      All things are never equal. And assuming that the market works in the real world like some 'free' idealized form is demonstrably wrong.

      It's more like math doesn't model real human interaction.
      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    91. Re:The problem is not an efficient algorithm by BuddyJesus · · Score: 1

      Unlike poker, the rules of the games are altered based on the current knowledge about the state of the game.

      Poker, like baseball, hockey, and every other game, alters its rules based on the current knowledge about the state of the game.

    92. Re:The problem is not an efficient algorithm by Durandal64 · · Score: 1

      Even science has some untestable working assumptions.
      1) There is no old guy with a beard in the sky who arbitrarily changes the rules.

      Before science came along, most people actually did assume that there was an Old Man in the Sky changing the rules around. That's why they developed rituals to please the Old Man in the Sky, based on patterns they thought they observed. Whenever the patterns were disrupted, they assumed that the Old Man in the Sky had changed his mood and tried something else.

      How far did that model get us for the thousands of years it prevailed? How far has science gotten us in the past hundred?

      2) Humans have enough intelligence and sensory input to build a consistent model of the world.

      Actually, it's fundamental to modern science that humans don't have enough sensory input to model the universe. That's why we have things like electron microscopes. As to the intelligence angle, I'll refer you to Einstein's quote regarding infinite stupidity and an infinite universe.

    93. Re:The problem is not an efficient algorithm by hughperkins · · Score: 1

      Well, if you get enough people making theories, some of them are going to get it right, by pure chance, but... how will the leaders choose which people to believe?

    94. Re:The problem is not an efficient algorithm by ShakaUVM · · Score: 0, Troll

      How many starving Palestinians could Arafat have fed with the Billions he embezzeled from foreign aid donations? We can easily feed the entire world, and could feed 60 billion if we had to.

      The thing the Greens don't understand is that if they want to save the world, they should work to bring everyone up to 1st world living standards. Look at the population growth rates for every developed country. Exponential growth is no longer a worry... when people become wealthy and productive they stop having babies.

    95. Re:The problem is not an efficient algorithm by the_womble · · Score: 1

      A other people predicted it (or at least pointed out the high risk) as well.

      People did not want to listen. People never listen to warnings during the good times. It happens during every single economics boom or asset price bubble.

    96. Re:The problem is not an efficient algorithm by iamacat · · Score: 1

      Sure, as long as the machine simulating the universe is more complex than the universe itself and includes an underlying deterministic model behind quantum uncertainty.

    97. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      People are dying right now because of political and economic limits.

      Correction: people are dying because of political limits. Economics is keeping up just fine.

    98. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      And Economics isn't necessarily a positive-sum game. There are losers. Just as in Poker.

      Positive-sum doesn't mean everyone gains. It means collectively the whole group gains.

      Clearly you haven't worked on a warehouse floor recently.

      So you get more hours of work for that money. The basic idea still works.

    99. Re:The problem is not an efficient algorithm by khallow · · Score: 2, Insightful

      It's still a zero sum game in terms of the resources. Pretending it's not is exactly why the economic system is so damn broken.

      That's not a useful way to look at an economic system. My value and whether I can fulfill my desires is not a function of how many tons of tin I use up or slaves I control. Plus, it's worth mentioning that we have more resources now than we did a century ago. Our knowledge (a typical good that doesn't depend on available resources) has grown allowing us to access resources that we couldn't access earlier.

    100. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      specifically, they don't seem to understand the exponential function, otherwise they would not speak of "growth" all the time.

      Rest assured that it's just your impression and understanding of economics that is wrong. Resources aren't a rigid limit on an economy. There are a number of goods and services that have low resource requirements (knowledge and other information, reputation, stability, etc). For example, how many resources does Moore's Law consume? It's just an observation someone relatively famous made in 1965. It consumes not even a gram of silicon yet it has been the driving force behind the miniaturization of electronic components for at least the past 60 years.

    101. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Technological progress moves the goalposts rapidly enough that you have to assume exponential growth punctuated by occasional catastrophes - at least for the next 50 years.

      Why? The future is not the past - by a similar argument: At the start of 1929 the Dow Jones had increased exponentially for the last 7 years. So it should continue to increase exponentially, at least for the next 2 years...

    102. Re:The problem is not an efficient algorithm by garompeta · · Score: 1

      I can assure you that human psychology is quite predictable.
      Like right now, I predict you will disagree with me.

    103. Re:The problem is not an efficient algorithm by imbaczek · · Score: 1

      everything exponential stops being sustainable very abruptly; humanity may not notice that it crossed the line.

    104. Re:The problem is not an efficient algorithm by c0lo · · Score: 1

      A centralized model can't react in real time to factors that change by the minute or by the second like human actors can.

      But it can! (as long as the requirement for the decision be correct is not imposed).

      (on the same line: an army officer does not need to be right, he only needs to be damn'd sure. And quick!)

      --
      Questions raise, answers kill. Raise questions to stay alive.
    105. Re:The problem is not an efficient algorithm by ewanm89 · · Score: 1

      Yeah, for a start what counts as a line of code?

      printf
      (
      "hello world!"
      )
      ;

      does that count as 5 lines of code?

    106. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      You're not getting it.
      Where something cannot be measured with precission, a proper scientist tries to calculate the best boundaries he can. An economist, on the other hand, will be happy with a mean value.
      In the case you expose, an scientist would ask himself: what's the maximum wealth creable by a trade act? what's the minimum? is there a limit in the number of trades? what is it? If you had the answer to those, you would be able to predict the maximum wealth achievable per unit of time, and thus detect when groth expectations are unrealistic.

    107. Re:The problem is not an efficient algorithm by dkf · · Score: 1

      I was about to say the same thing. Unlike poker, the rules of the games are altered based on the current knowledge about the state of the game. This means that as soon as someone proclaims "We know the rules of Economics!", someone else is going to look at those rules and either game them to their benefit, or rewrite them to better suit their own purpose.

      That just means that your fundamental modeling technique is probably best used in a multiagent system where the rules of each agent can be changed by sensing the success rate of other agents and their statements about their strategies. (I wonder how long it would take for lying and other forms of conniving back-stabbing to evolve in such a system...)

      --
      "Little does he know, but there is no 'I' in 'Idiot'!"
    108. Re:The problem is not an efficient algorithm by MichaelSmith · · Score: 1

      Also they exclude comments from SLOCs. Personally I think comments should be encouraged.

    109. Re:The problem is not an efficient algorithm by pjt33 · · Score: 1

      or how to wash the small of one's back while in the shower

      I find that a sponge works quite well.

    110. Re:The problem is not an efficient algorithm by goose-incarnated · · Score: 1

      Well, you said probable. But I paid top dollar for a bunch of buggy whips. Know any buyers?

      Probably.

      --
      I'm a minority race. Save your vitriol for white people.
    111. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      True, but that's where agent-based computational economics simulation models (aka multi-agent models) can simulate markets, and try to capture some of the diversity (and perversity) of the human condition. -- Robert Marks (bobm@agsm.edu.au)

    112. Re:The problem is not an efficient algorithm by TheRaven64 · · Score: 1

      Actually, you've inadvertently hit upon the biggest problem with predicting the market. The model can have as much information as the players, but the players can also have a copy of the model. This gives the players more information, so you need to create a new model that takes into account the fact that many of the actors will have access to the those models and will modify their behaviour based on the predictions of the model.

      --
      I am TheRaven on Soylent News
    113. Re:The problem is not an efficient algorithm by TheRaven64 · · Score: 1

      One of the metrics Ohloh collects is the comment ratio, which is the percentage of your commits that is comments. I find it quite interesting to see how my comment ratio varies between languages. For low level languages it's almost 50%, for high-level ones it's closer to 10% because the code becomes self documenting. In a perfect high-level language there would be no comments because the code would be completely self explanatory (including describing why something was being done).

      --
      I am TheRaven on Soylent News
    114. Re:The problem is not an efficient algorithm by TheRaven64 · · Score: 1

      Seldon knew that Psychohistory could only work if the people whose behaviour was being modelled did not have any knowledge of Psychohistory. Economists have a habit of overlooking this observation.

      --
      I am TheRaven on Soylent News
    115. Re:The problem is not an efficient algorithm by arethuza · · Score: 1

      Indeed, what about those who had CDOs on super senior debt that they thought was risk free and that they were effectively getting money for nothing? Reminds me a lot of Lloyd's Names and how they felt entitled to receive income for doing nothing and were very unhappy when the associated commitments were actually called in.

    116. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      It' s not that econ is a zero sum game, it's that both the concept of and the fact of money is a zero sum game.

      Unless you do what AIG did and essentially print your own and hope no one wants to trade your promises to pay for real cash, there's only so much money to go around. What I have, you don't have. This is true not only on the level of the corporation (think of the CEO's pay vs the janitor's and see if the CEO thinks of money as a zero sum game) but also the entire economy. The crash happened just because money is a zero sum game- people who didn't have it wanted it, but there wasn't enough to give them. Crash.

      So to say that the economy is not a zero sum game is to say something true but irrelevant - you can't eat your productivity. Who has the money now is hwo the economy is a zero sum game and that is exactly how real people really live their economic lives. How real people really live their lives is economics, everything else is an attempt at full employment for economists.

    117. Re:The problem is not an efficient algorithm by EdgeyEdgey · · Score: 1

      or how to wash the small of one's back while in the shower

      I find that a sponge works quite well.

      Rubbish to open stiff doors though, no matter how hard you throw.

      --
      [Intentionally left blank]
    118. Re:The problem is not an efficient algorithm by bigpat · · Score: 1

      Your impression is wrong. Every economist knows about Thomas Robert Malthus and Malthusian economics -- for the pre-industrial era his model best explains demographics and the limits of growth. It only so happened that just after he published his thoughts, the industrial revolution happened and technological progress pushed the boundaries of growth further and further - in an exponential manner.

      Would you dare to make an exact forecast where the limits of growth lie? Limited by fossil fuels? Or a single planet's worth of solar energy? Maybe a Dyson sphere's worth of solar energy? Technological progress moves the goalposts rapidly enough that you have to assume exponential growth punctuated by occasional catastrophes - at least for the next 50 years.

      Problem is that economists have built "innovation" into their forecast models as if it is a resource unto itself. We shouldn't assume the availability of technology before it is invented. Each major technological advance in food production, health care, communication, construction and transportation has moved the limits of population growth higher and higher, but to assume that this will continue is to court disaster. Innovation should be incorporated into economic models after it happens and not before.

    119. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Yeah. By LEVERAGING derivatives we can POWER the economy into an endless cycle of VALUE CREATION!

      (Oh god...)

    120. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      You are getting too bogged down in the detail here. If you are a small (but professional) investor, then you rarely want to bother with "fundamentals" - aka "fundamental analysis" - rather you want to really on the trends and charts - i.e. "technical analysis". More often than not they (the stocks) will do what you expect. But there are the big fish out there who know that is what you (and other, small investors) are doing and they will try to catch you out - by forcing a move in a direction you don't expect. It seems to me that the analogies with poker are quite apt.

    121. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      The simple answer is nothing - Economics is not a science its results cannot be repeated.

    122. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      I'm sorry that my modest use of, I don't know, a couple of economic words or something has triggered some allergy of yours. Hope you get better. And what's with the AC posting? I'm getting a lot of really stupid AC posting in replies in this article. Is it a movement or one irate guy in Momma's basement?

    123. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      I don't know why you guys waste my time. I have converted these problems into trivial consequences of my model of human behavior. I also discovered the next best thing after sliced bread. But clearly, it's too big for your puny intellects to understand.

    124. Re:The problem is not an efficient algorithm by vertinox · · Score: 1

      No formula can ever quantify that value. It's subjective.

      Are you saying human thought process is not bound by the laws of physics, biology, or chemistry?

      Given enough computational power and enough information about something, it can be simulated.

      It is just that economics tends to require a lot more information than we have available.

      Also... Human irrationality and rationality is not random. Therefore even irrationality can be predicted.

      --
      "I am the king of the Romans, and am superior to rules of grammar!"
      -Sigismund, Holy Roman Emperor (1368-1437)
    125. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Yeah, I know. We keep on experiencing these periods of exponential growth, but I am never left feeling astonomically better off, when they come to an end.

    126. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Friends don't let Friends cite wikipedia.

    127. Re:The problem is not an efficient algorithm by GigsVT · · Score: 1

      Well, if you get enough people making theories, some of them are going to get it right, by pure chance, but... how will the leaders choose which people to believe?

      Don't believe anyone that thinks the solution to a bubble induced recession is to print enough money to induce another bubble and you'll be doing just fine.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    128. Re:The problem is not an efficient algorithm by Joe+Mucchiello · · Score: 1

      You would not do the hour of labor for $150 unless you felt $150 was worth MORE than one hour of your time. I would not pay $150 for that hour of labor unless I thought that hour of labor was worth MORE than $150. Both of us come out of deal thinking we got the better half. Both of us are better off afterward. Pretending this is a zero-sum game only works if you forget that in every transaction both parties think they are getting the better part of the deal.

      As for your contention that it is zero-sum for the resources: If you don't take my $150, you will get $0 for an hour not spent performing this labor. And $150 in my pocket has no value until I spend it. Resources only have value when they are traded. And generally, they are only traded when both parties feel they will gain something by trading.

      Where I have a problem with this is when it is applied globally. If as I say, transaction "always" benefit both parties then growth should be expected and economics should be the study of delta growth (growth acceleration?). If both parties always benefit from trade then the yardstick for the economy should based on how much more benefit I get today than I got yesterday and not the amount I benefited.

    129. Re:The problem is not an efficient algorithm by GigsVT · · Score: 1

      And that's a completely different problem, one that is currently being tackled by a number of people. By the way, that's why its dangerous to use economic models developed for commodities when dealing with non-commodity goods, there are a ton of extra inputs into deriving something as "simple" as a demand curve for non-commodity goods.

      That's not a completely different problem at all. That's the only problem that matters.

      I don't know what you mean by "being tackled", but I sure don't want some computer somewhere telling me what my wants and desires should be.

      The USSR tried to tackle the commodity pricing problem. They failed badly, leading to massive shortages and black markets that reflected actual commodity pricing.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    130. Re:The problem is not an efficient algorithm by GigsVT · · Score: 1

      Humans are not a physical system.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    131. Re:The problem is not an efficient algorithm by GigsVT · · Score: 1

      Because it's made up of a collective subjective experience that can't be simulated without omniscience into often subconscious motivations behind consumption wants and needs.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    132. Re:The problem is not an efficient algorithm by GigsVT · · Score: 1

      Emergent systems exhibit extremely non-linear outputs that can be effectively impossible to predict.

      As a bad but somewhat apt example, think of a PRNG. It only needs a few bits of internal, hidden, state in order to produce a mostly unpredictable output.

      The unconscious and consious, minute to minute desires and subjective valuations that actors in an economy make form the "hidden state" that is likely unknowable when talking about economics modeling.

      --
      I've had enough abrasive sigs. Kittens are cute and fuzzy.
    133. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      I give you $150 and you give me an hour of labor. We've both benefited by the trade. If we are really acting freely, we've both benefited (or we wouldn't have engaged in the trade), so we are both wealthier than we were before.

      So if I buy beer in a bar with money, both the bar and me are benefited by the trade, and we're both wealthier than we were before?

      Trade alone does not increases wealth, production does.

    134. Re:The problem is not an efficient algorithm by gerddie · · Score: 1

      So how is the growth considering Moore's Law achieved? You say it yourself, it's miniaturization (and optimizing communication pathways, and increasing cpu & memory speed). For all these things there are limits that will be hit one day or the other.

    135. Re:The problem is not an efficient algorithm by ShakaUVM · · Score: 1

      >>Smaller scale movements might as well be quantum foam. Something like the uncertainty principle will likely be in play somewhere as well.

      That's what Black-Sholes tries to approximate (http://en.wikipedia.org/wiki/Black%E2%80%93Scholes).

      It's also why LTCM exploded and nearly took our economy out with it. (http://en.wikipedia.org/wiki/Long-Term_Capital_Management)

    136. Re:The problem is not an efficient algorithm by naasking · · Score: 1

      Oh, are we mystical then?

    137. Re:The problem is not an efficient algorithm by FrankDerKte · · Score: 1

      There are many who won't use math for several reasons. I think they should use math. Not to prove that their ideas are right, but to describe them in a short, well defined way and as a tool for communicating and exploring their models. In the end math is just a language for expressing qualitative and quantitativ relations. Everything one can express in math can also be expressed in any modern language (The other way is not so easy), but as soon as it comes to reasoning and logic it is easy to see how one can exploit the expressiveness of modern languages. Actually there are people who are paid for this (don't believe me ? - Just look in your maketing department).

      At least, in math, if your axioms and assumptions are right, anything that can be proven also is right.

      On the other hand, most assumptions in economics are just wrong. I mean, come on, who really behaves rational all the time ?

    138. Re:The problem is not an efficient algorithm by FrankDerKte · · Score: 1

      Sure 2^128, we're out of adresses by then.

    139. Re:The problem is not an efficient algorithm by ShakaUVM · · Score: 1

      >>An Australian economist who is one of the few credited as having a model that predicted this crisis before it happened.

      Hell, even Glen Beck predicted the crisis. You can google videos of his from before the housing crash.

      If you looked at housing prices relative to income and the housing affordability index, it was way beyond any levels it'd ever been at before.

      Heck, I refused to buy a house in 2005 and 2006 since I thought prices were overinflated. I've been renting, and doing quite well with it.

    140. Re:The problem is not an efficient algorithm by JesseMcDonald · · Score: 1

      The thing is, Malthusian population growth in humans is a myth. Humans consistently choose to spend their resources on things other than population growth; if this were not the case then we would all be stuck in a purely subsistence standard-of-living, which we obviously aren't. It is a consistent observation that population growth is slowest in countries with the highest standards of living.

      I'm not worried about reaching the limits of technological advancement for two reasons. First, I think that's a very long way off. Second, even if we hit that limit tomorrow, I think humans would continue to choose (over the course of a couple of generations) to limit their own population growth voluntarily rather than significantly reduce their standard of living and that of their children, as they have always chosen in the past.

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    141. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      well, I have actually seen one option to Keynes that might work under even austrian theories:
      Print expiring money.

      A small city in Austria did this at the height of the great depression and it worked wonderfully well, until their central bank stepped on them for breaking the monopoly of printing money.

      The trick to getting it to work efficiently is to tie the expiration to the inflation rate: the excess bubble money should be taxed at the same rate as inflation, even when it is stored in a bank account. If the economy is still deflationary, this taxation should be either 0 or a tax prebate at the deflationary rate.

      The effect of this is to cut the cost of government projects to zero while allowing a bubble of inflation-free money out into the real world to put people back to work.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    142. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      I'd point out that those resources have always been available. It's only our knowledge that was lacking. Thus, zero sum game.

      Also, I'm pretty certain that my desire of one day building an experimental yacht/barge to do experiments in electrical generation for seasteading will pretty much be a function of whether or not I can get the necessary materials and workmen to build it.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    143. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      You would not do the hour of labor for $150 unless you felt $150 was worth MORE than one hour of your time. I would not pay $150 for that hour of labor unless I thought that hour of labor was worth MORE than $150. Both of us come out of deal thinking we got the better half. Both of us are better off afterward. Pretending this is a zero-sum game only works if you forget that in every transaction both parties think they are getting the better part of the deal.
       
      That's because, in 99.99% of the cases, both parties are lying to themselves, because Obama's already printed enough money that in the real world, that $150 is worth a Zimbabwaean Baked Bean. And since it was a fiat currency to begin with- the whole belief that money has worth is just a myth and a lie to begin with.

      Fraud built upon fraud does not make the economy a positive-worth game.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    144. Re:The problem is not an efficient algorithm by JesseMcDonald · · Score: 1

      It's worth noting that the Nobel Prize for Economics is handed out by a completely different organization than all the other Nobel prizes, and that this organization has a reputation for certain political biases when it comes to recognizing innovative developments in the field of economics.

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    145. Re:The problem is not an efficient algorithm by plopez · · Score: 1

      Have you tried selling them to the Amish?

      --
      putting the 'B' in LGBTQ+
    146. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      The effect of this is to cut the cost of government projects to zero while allowing a bubble of inflation-free money out into the real world to put people back to work.

      You don't know what the word "cost" means, do you?

    147. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      No, I'm quite aware of what the word cost means. In a fiat money system, it just doesn't mean what YOU think it means. What I describe has been proven by a real-world experiment. How has yours been proven?

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    148. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      No, I'm quite aware of what the word cost means. In a fiat money system, it just doesn't mean what YOU think it means. What I describe has been proven by a real-world experiment. How has yours been proven?

      My advice would be for you to pick up a nice dictionary. They're cheap, and easy to find. You can look up the definitions to many commonly used words. That way, you'll be able to find the common definition of a word (like "cost"), see that the definition you are using is different, and pick out a different word to use.

      Your ideas will still be foolish and infantile. But, at least you won't continue to embarrass yourself by speciously redefining various words.

    149. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      My advice would be for you to pick up a nice dictionary. They're cheap, and easy to find. You can look up the definitions to many commonly used words. That way, you'll be able to find the common definition of a word (like "cost"), see that the definition you are using is different, and pick out a different word to use.
       
      Who the hell gives a rip about the common definition? I'm talking about the definition used in the Wörgl Austria Friedgeld experiment during the 1930s. Of course there is always some cost- the paper if nothing else- but this printed money didn't come out of taxes, it didn't come out of stuff Wörgl already owned, it simply paid to put people back to work long enough for the real economy to recover due to tourism from the infrastructure built on Friedgeld.
       
        Your ideas will still be foolish and infantile.
       
      And yet my ideas worked in the real world at one point in history- can YOU say the same, or are you just going to cry like a little baby about But, at least you won't continue to embarrass yourself by speciously redefining various words.?

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    150. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      Who the hell gives a rip about the common definition?

      Someone who was interested in communicating his ideas would be...

      I'm talking about the definition used in the Wörgl Austria Friedgeld experiment during the 1930s. Of course there is always some cost- the paper if nothing else- but this printed money didn't come out of taxes, it didn't come out of stuff Wörgl already owned, it simply paid to put people back to work long enough for the real economy to recover due to tourism from the infrastructure built on Friedgeld.

      See... If you had gotten that dictionary, you would have seen that "cost" may have next to nothing to do with the "price" of something. You're just embarrassing yourself now.

      And yet my ideas worked in the real world at one point in history- can YOU say the same, or are you just going to cry like a little baby about But, at least you won't continue to embarrass yourself by speciously redefining various words.?

      This has nothing to do with your ideas, only your complete inability to precisely express them. Perhaps you'd get more responses about your actual ideas if you weren't so inept at expressing them. (Hint: cut back on the made-up definitions for commonly used words)

    151. Re:The problem is not an efficient algorithm by astar · · Score: 2, Interesting

      Hah, I did not think of that. Perhaps they could put them in their retail stores and sell them to the tourists as souveniers. But it sort of illustrates the problem. If you view wealth as related to something having to do with actual production, they are worthless in a modern economy. Sure they might be collectors items, maybe high priced items, but having a lot of money does not guarantee you are rich. The last banknote Weimar printed was a 100 trillion mark banknote. And if you are a gold bug, Spain was such a successful merchantilist that they had so much gold, that domestically gold was not worth much. Inflation.

      Anyway, the buggy whips are on my books at what I paid for them, so my balance sheet still looks good. I figure they have a long depreciation schedule so they are not hurting my income statement. My books look so good, maybe I can get a bank loan and expand.

    152. Re:The problem is not an efficient algorithm by ClosedSource · · Score: 1

      By all means, please explain it to us.

    153. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      Someone who was interested in communicating his ideas would be..
       
      Well, since they aren't my ideas- why should I be worried about somebody who can't use google?
       
        See... If you had gotten that dictionary, you would have seen that "cost" may have next to nothing to do with the "price" of something. You're just embarrassing yourself now.
       
      And you're just being an idiot if you think that either word has any meaning at all in a fiat system.
       
        This has nothing to do with your ideas,
       
      Thank you for admitting that you're just being an asshole.
       
        only your complete inability to precisely express them.
       
      And I should care about your utter inability to comprehend why?
       
        Perhaps you'd get more responses about your actual ideas if you weren't so inept at expressing them. (Hint: cut back on the made-up definitions for commonly used words)
       
      Except, of course, it wasn't made-up; it was taken from the textbook case of the Wörgl Austria Friedgeld experiment. The fact that since then, the idea of price and cost have become separated in YOUR mind, does not change the usage in Austria in 1932.
       
      Plus, who is to say it isn't the dictionary publisher attempting to push a certain agenda on YOUR mind, as dictionary publishers have ever since the first edition of the OED defined a Tory as "an idiot with his head stuck up his ass"?

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    154. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      I'd point out that those resources have always been available. It's only our knowledge that was lacking. Thus, zero sum game.

      No. That's not right. The resources haven't always been available exactly because our knowledge was lacking.

      Also, I'm pretty certain that my desire of one day building an experimental yacht/barge to do experiments in electrical generation for seasteading will pretty much be a function of whether or not I can get the necessary materials and workmen to build it.

      Does everyone want such a ship? Probably not, so that's not a fundamental resource restriction. What did you pay and give up to get that ship? You're not just killing someone and taking their stuff. You're working in turn to deliver things that other people will value in return for your ship. So you get the ship, everyone else gets the benefit of your labor. Hence, positive sum game even in the presence of fixed resources.

    155. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      Continuing with the resource issue, we also have matter resources in the interior of the Earth and far more in the Solar System. In theory, someone just needs to pay the energy cost of tearing these objects apart, then they can use it all. However, now we don't count on those resources as something we can use now. For an even more exaggerated example, even if you assume the universe is expanding at an exponential rate, we can in theory access everything within a billion light years. Why count those as resources now when we don't even know if someone (us or any other living organism or machine) will ever use them?

    156. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      So how is the growth considering Moore's Law achieved? You say it yourself, it's miniaturization (and optimizing communication pathways, and increasing cpu & memory speed). For all these things there are limits that will be hit one day or the other.

      It's also an economic model for pacing the speed with which miniaturization occurs. "We're going to double transition density every two years" is a simple rule that allows you to plan the next chip, the future of your company, and stabilizes the market itself in the presence of exponential or faster growth. As a simple concept, virtually all of your employees can grasp the idea. Intrabusiness communication is a tough task. Reference ideas like this that are easy to grasp allow you to communication much more efficiently and keep everyone on the same page. My take is that considerable value has been added via this rule of thumb to simplify costly decision making and establishing coherency of the business.

      Eventually, Moore's law will break. Then we'll come up with some other models to describe the state of computing machines. These sort of ideas don't have to work forever. Running for more than 40 years (after it's elaboration) is pretty good for such a model.

    157. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      As you spent the entire post blathering on without responding to my criticism, I'll just ignore your incoherent ramblings.

      Plus, who is to say it isn't the dictionary publisher attempting to push a certain agenda on YOUR mind, as dictionary publishers have ever since the first edition of the OED defined a Tory as "an idiot with his head stuck up his ass"?

      Except for this gem.

      I can imagine, as you furiously bang out reply after nonsensical reply, your furrowed brow dripping with sweat, that you have to blame the state of your miserable life on someone; even if that "someone" is a mysterious cabal of dictionary publishers. It is certainly unfortunate that you are so terminally confused, and are unable to recognize it.

    158. Re:The problem is not an efficient algorithm by Draek · · Score: 1

      You give your fellow humans far too much credit. How likely it is that tomorrow, for instance, the entire world will stop watching reality shows? how likely is it that by next week, sales of classical music will have surpassed those of pop and rock? the behavior of an individual can't easily be predicted by a simple algorithm, but the behavior of many can and is.

      It's like coin tosses. If you throw a single coin, I can't tell you with any certainity what the outcome will be, but if you throw it a million times chances are the ratio between heads and tails will be pretty close to 1:1.

      --
      No problem is insoluble in all conceivable circumstances.
    159. Re:The problem is not an efficient algorithm by Draek · · Score: 1

      Is it really prudent to try and search for a model in which to base our entire civilization and way of life that is perpetually stable, when we ourselves exist in an universe whose lifetime is inherently finite?

      As the saying goes, in the long term we're all dead anyways. All our economic model is required to do is to provide some workable base until the next technological/economic/political/whatever revolution comes and we're forced to revise it yet again.

      --
      No problem is insoluble in all conceivable circumstances.
    160. Re:The problem is not an efficient algorithm by Draek · · Score: 1

      One less than those who subsist thanks to the works of that 1%.

      "Give a man a fish..." and all that.

      --
      No problem is insoluble in all conceivable circumstances.
    161. Re:The problem is not an efficient algorithm by diamondmagic · · Score: 1

      You've both also lost the object or service you traded away. It's still a zero sum game in terms of the resources. Pretending it's not is exactly why the economic system is so damn broken.

      No, that person lost $150 and got an hour of labor that he values more, likewise you rented an hour of your labor in return for $150 that you value more. Because you both subjectively have different value scales, you both profited. While the physical atoms may not have changed, that isn't what humans value: we value particular uses of them. Not all sets of atoms are equal to us, and not everyone values the same set of matter equally (or labor, or any good). This is one of the most influential articles I have ever read, demonstrating this point: http://mises.org/story/3015

    162. Re:The problem is not an efficient algorithm by physburn · · Score: 1
      Even if a human being was easily describeable the shear number of people, time the number of items and choices that each person could make is so huge, I very much doubt that even with an effecient solution or algorithm, that we could ever get close to reliably modelling an economy.

      ---

      Economics Feed @ Feed Distiller

    163. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      No. That's not right. The resources haven't always been available exactly because our knowledge was lacking
       
      The resources were still there. Humanity isn't the only species on the planet. It's arrogant to assume that the resources don't exist merely because we haven't yet developed the technology to get at them, just as it's arrogant to assume that there will always be more because advancing technology has always found more for us in the past.
       
        Does everyone want such a ship? Probably not, so that's not a fundamental resource restriction.
       
      Yep- which is what I'm pointing out. In any system where resources are finite, it is by definition a zero sum game.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    164. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      Continuing with the resource issue, we also have matter resources in the interior of the Earth and far more in the Solar System. In theory, someone just needs to pay the energy cost of tearing these objects apart, then they can use it all. However, now we don't count on those resources as something we can use now. For an even more exaggerated example, even if you assume the universe is expanding at an exponential rate, we can in theory access everything within a billion light years. Why count those as resources now when we don't even know if someone (us or any other living organism or machine) will ever use them?
       
      My point is, even with an expanding universe, we have only a finite amount of matter in it; therefore, whatever we do in this universe (economics or anything else) will *always* be a zero sum game.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    165. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      I can imagine, as you furiously bang out reply after nonsensical reply, your furrowed brow dripping with sweat, that you have to blame the state of your miserable life on someone; even if that "someone" is a mysterious cabal of dictionary publishers. It is certainly unfortunate that you are so terminally confused, and are unable to recognize it.
       
      No mysterious cabal necessary, bias and fabrication are inherent in your subspecies.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    166. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      The problem with this assertion continues to be that resources are not the only part of an economy and that you're operating on time scales that we cannot rationally use in our society. For our purposes, we live in a world with expanding resources and knowledge. And as far as we can tell, this environment isn't going to change to a zero-sum game for quite some time, especially if the predictions of static population growth in 2050 are accurate.

    167. Re:The problem is not an efficient algorithm by Marxist+Hacker+42 · · Score: 1

      The problem with this assertion continues to be that resources are not the only part of an economy and that you're operating on time scales that we cannot rationally use in our society. For our purposes, we live in a world with expanding resources and knowledge.
       
      Maybe for the purposes of those who choose to live on 40x what a human being actually needs to survive; but in reality that lifestyle needs a billion people laboring in poverty and slavery to support it.
       
        And as far as we can tell, this environment isn't going to change to a zero-sum game for quite some time, especially if the predictions of static population growth in 2050 are accurate.
       
      I believe those predictions also- but it doesn't change the fact that most of the free market is built on fraud, not on actual full-disclosure trades.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    168. Re:The problem is not an efficient algorithm by khallow · · Score: 1

      Maybe for the purposes of those who choose to live on 40x what a human being actually needs to survive; but in reality that lifestyle needs a billion people laboring in poverty and slavery to support it.

      That's an assertion completely unsupported by the facts. What would those people do whom you claim labor in poverty and "slavery" do otherwise? They would get even poorer paying labor and get less and be even further into poverty.

      I believe those predictions also- but it doesn't change the fact that most of the free market is built on fraud, not on actual full-disclosure trades.

      Right. Those "free" markets wouldn't exist, if your assertion were correct.

    169. Re:The problem is not an efficient algorithm by Anonymous Coward · · Score: 0

      No mysterious cabal necessary, bias and fabrication are inherent in your subspecies.

      The laughs just keep on coming. I hope no one ever entrusts you with any substantive responsibilities. Given this window into your "thoughts", it'd almost be criminal negligence.

    170. Re:The problem is not an efficient algorithm by You're+All+Wrong · · Score: 1

      The Royal Swedish Academy of Sciences selects who receives the
      laureates in economics.

      In contrast to the prizes in physics and
      chemistry, whose laureates are selected by The Royal Swedish Academy
      of Sciences.

      If you wish to draw a real contrast, then
      it's Physiology/Medicine and Literature which are selected by
      different bodies.

      If you're going to try and weasel-word
      'handed out', don't bother - they're all handed out by the same body.

      --
      Your head of state is a corrupt weasel, I hope you're happy.
  4. big... words.. brain... by el_tedward · · Score: 0

    *fail*

    1. Re:big... words.. brain... by Anonymous Coward · · Score: 0

      H = w * L^3.14

      H=headache
      w=number of large words greater than 5 letters
      L=average length of large words (in letters)

  5. Hayek by homer_s · · Score: 4, Insightful

    By showing that some common game-theoretical problems are so hard that they'd take the lifetime of the universe to solve, Daskalakis is suggesting that they can't accurately represent what happens in the real world.

    Hayek showed that about 50 years ago:
    "The curious task of economics is to demonstrate to men how little they really know about what they imagine they can design." (The Fatal Conceit, p. 76)

    Unfortunately, there is a lot of designing going on right now.

    1. Re:Hayek by zach_the_lizard · · Score: 4, Informative

      And his teacher, Mises, before him in his work Human Action devoted an entire section of that massive tome to just this very topic: that humans are not equations.

      From said tome:

      No laboratory experiments can be performed with regard to human action. We are never in a position to observe the change in one element only, all other conditions of the event remaining unchanged. Historical experience as an experience of complex phenomena does not provide us with facts in the sense in which the natural sciences employ this term to signify isolated events tested in experiments. The information conveyed by historical experience cannot be used as building material for the construction of theories and the prediction of future events. Every historical experience is open to various interpretations, and is in fact interpreted in different ways.

      The postulates of positivism and kindred schools of metaphysics are therefore illusory. It is impossible to reform the sciences of human action according to the pattern of physics and the other natural sciences. There is no means to establish an a posteriori theory of human conduct and social events. History can neither prove nor disprove any general statement in the manner in which the natural sciences accept or reject a hypothesis on the ground of laboratory experiments. Neither experimental verification nor experimental falsification of a general proposition is possible in its field.

      --
      SSC
    2. Re:Hayek by DXLster · · Score: 1, Insightful

      Mises was probably the greatest mind ever to explore the problems of social sciences.

    3. Re:Hayek by khallow · · Score: 4, Informative

      No laboratory experiments can be performed with regard to human action.

      One of the most profoundly stupid statements ever uttered by an economist. Sure you can't stick the global economy in a beaker and have controls and the other paraphernalia of controlled lab tests, the highest standard of science. But you can experiment with human action at the individual or small group in a controlled lab. It's routinely done these days. There is such a thing as experimental verification and falsification.

    4. Re:Hayek by Anonymous Coward · · Score: 0

      Mises was probably the greatest mind ever to explore the problems of social sciences.

      Came to say this; leaving satisfied.

    5. Re:Hayek by khallow · · Score: 1

      It's worth adding that this quote merely claims that human action cannot be experimented on. It says nothing about modeling human action with equations. That's a different tangent.

    6. Re:Hayek by brillow · · Score: 2, Insightful

      >No laboratory experiments can be performed with regard to human action. This is incorrect. We can do lots of this. In fact, a huge amount of modern product design and marketing is based on successfully and accurately predicting human action. Mainly though I have a problem with this: >It is impossible to reform the sciences of human action according to the pattern of physics and the other natural sciences. So humans are magic eh? The brain is a black box? Its IMPOSSIBLE to predict what someone will do? This isn't just wrong, its irrational. Go back to church.

    7. Re:Hayek by avoiceinthewildernes · · Score: 1

      You're profoundly confused. There's no magic here; Mises and others of the Austrian school simply understood a few things about chaotic systems better than anyone else, especially in economics, long before it was cool. Hayek was predicting the collapse of the Soviet Union while others, e.g., Galbraith, were predicting their victory over capitalism based on their great efficiency. Hayek also predicted the Great Depression. This is not magic; it's just a matter of actually understanding economics instead of imagining we've understood it when we model a toy world.

    8. Re:Hayek by kvezach · · Score: 1

      How strange. Hayek claims that a decentralized algorithm can do things a centralized algorithm can't. With all other computers or systems, the opposite is true. P outranks NC in complexity theory (unless P == NC, which is an open question like P == NP, but one suspects both are inequalities ). Mises goes further and claims that not even God could simulate the market. That is, it's not an issue of information. Curiouser and curiouser!

      See also this: Is Economic Planning Hypercomputational?

      (And if it's impossible for an ordinary algorithm to find the optimum, but the market finds the optimum, how can we know that that is the true optimum? We have no simulation that will work, after all.)

    9. Re:Hayek by Yvanhoe · · Score: 1

      Saying that the problem can't be solved in a perfectly accurate way doesn't mean that predictions can't be made. It is true for climate, for economics, for automated routing of integrated circuits... We still have models that are not that bad and getting better. We just know that we won't be able to solve it as perfectly as... uh... what do we solve perfectly again ?

      --
      The Wise adapts himself to the world. The Fool adapts the world to himself. Therefore, all progress depends on the Fool.
    10. Re:Hayek by Anonymous Coward · · Score: 0

      I think the biggest problem with economics is, although it is a young science, people like you assume you know more than 80+ years of social scientist theory.

      How do you think game theory was developed? They didn't ONLY work out mathematics. In fact, more than half of the most prominent Economists were NOT mathematicians, but general history, science and political minds.

      The math behind economics started surfacing in the late 30's by people who wanted to turn the ideas of Keynes, Ricardo, Smith, Malthusian and others INTO something more scientific and easier to explain/summarize.

      The point is, the economic theories you hear about in the news and read about in the paper came from OBSERVATION first, NOT mathematics. Mathematics was used as a tool to teach and broaden the simplistic ideas behind complex behaviours.

      Besides, are you naive enough to believe that 2 people make the same decisions as 20, or 20 make the same decisions as 40? No matter how large your sample size, there will ALWAYS be conflicting elements in generalized human behaviour that make prediction and forecasting a dodgy method at best.

    11. Re:Hayek by khallow · · Score: 1

      I think the biggest problem with economics is, although it is a young science, people like you assume you know more than 80+ years of social scientist theory.

      I don't know that. I just saw some nonsense and pointed it out. It helps that I have some modest knowledge of experimental economics.

      How do you think game theory was developed? They didn't ONLY work out mathematics. In fact, more than half of the most prominent Economists were NOT mathematicians, but general history, science and political minds.

      The math behind economics started surfacing in the late 30's by people who wanted to turn the ideas of Keynes, Ricardo, Smith, Malthusian and others INTO something more scientific and easier to explain/summarize.

      Not really sure where you are going with this. Where does von Mises fit in there? He didn't go with a mathematical approach, but rather some sort of dogmatic philosophical approach.

      The point is, the economic theories you hear about in the news and read about in the paper came from OBSERVATION first, NOT mathematics. Mathematics was used as a tool to teach and broaden the simplistic ideas behind complex behaviours.

      Then why was von Mises so eager to throw those observations away? And he didn't do mathematics. Looking through my post, I don't see a mention of mathematics and really don't know where you're going with this. Are you replying to the right person?

      Besides, are you naive enough to believe that 2 people make the same decisions as 20, or 20 make the same decisions as 40? No matter how large your sample size, there will ALWAYS be conflicting elements in generalized human behaviour that make prediction and forecasting a dodgy method at best.

      Awful lot of unwarranted assertions there. Suppose I say "yes". Do you actually have a rebuttal to that? I don't see it above.

      Fortunately for you, my answer is "It doesn't matter". No matter how it turns out, there will be similarities and differences. We can characterize those to a useful extent. If your last assertion about "conflicting elements" is correct, then that'll be something we can observe.

    12. Re:Hayek by JesseMcDonald · · Score: 1

      You should probably try to understand the context, or at least the definitions, before you go tossing around phrases like "one of the most profoundly stupid statements ever uttered by an economist."

      You can study human behavior in a lab, at least on a statistical basis and within carefully designated boundaries. Outside those boundaries verification and falsification become rather difficult. For example, your experiments tend to become invalidated if the subject knows that they're being studied, and what the hypothesis is, since humans are adaptive and this knowledge may change their behavior. Also, human behavior is influenced by hidden variables which cannot be directly measured, in a lab setting or otherwise. What is studied in a lab are our purely physical limitations, and our psychological inclinations—neither of which is properly described as part of the study of human action per se. The former determines the scope of our actions, and the latter determines our preferences. The study of human action, however, is the study of how we go about satisfying those preferences; in other words, the study of choices. It is thus a general predictive model of human decision-making which Mises is placing outside the scope of verification and falsification by laboratory experiment, and rightly so.

      If you start from the position that choices can be practically reduced to nothing more than measurable impulses in the brain then you have no use for the study of human action. However, even for the purest materialist there remains the fact that we do not currently have the capacity to make that approach practical. Just as chemistry remains a useful and independent avenue of study apart from physics, despite the fact that chemistry is in essence nothing more than the statistical study of certain classes of interaction between fundamental particles governed entirely by physical laws—because we currently lack the capacity and/or knowledge to make the leap from those fundamental particles to the overall properties of specific molecules and the reactions between them—so does praxeology (the study of human action) remain useful on its own merits, independent of the related scientific studies of physics, psychology, sociology, and the like.

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    13. Re:Hayek by JesseMcDonald · · Score: 1

      We can do lots of this. In fact, a huge amount of modern product design and marketing is based on successfully and accurately predicting human action.

      I already responded to this elsewhere, so I'm just going to link to it: comment #30050802. Suffice it to say that you are referring to human behavioral psychology, which is not "human action" as the term is used by Mises: the study of choices entirely apart from preferences, whether they be genetic, cultural, environmental (e.g. advertising, as in your example), free (ex nihilo), or "other".

      So humans are magic eh? The brain is a black box? Its IMPOSSIBLE to predict what someone will do? This isn't just wrong, its irrational.

      If it were practical to derive a model of the decision-making aspects of the brain other than as a black-box then that argument would begin to make sense. However, it is not "irrational" to recognize that isn't the case, and most likely won't be for the foreseeable future, so our only option for the present is to treat the brain as though it were a black-box when it comes to decision-making.

      We can make certain observations about it, and we can note patterns of behavior which suggest past preferences (though only according to some a priori model), but the essence of any scientific model is the ability to say that if conditions A, B, and C are met, then condition D will result, and if A, B, and C are met and D does not result then the model is falsified. You can't do this with choices; every human being and every choice is unique. Oh, you can construct such models, but no one has managed to come up with any predictive ones that apply to a all humans and all their choices. Coming up with a model for a specific individual's past choices is easy enough, but once they learn about the model it tends to invalidate itself regarding their future choices.

      Praxeology remains a useful topic of study so long as humans' choices cannot be reliably predicted in non-trivial situations.

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    14. Re:Hayek by khallow · · Score: 1

      You can study human behavior in a lab

      [...]

      It is thus a general predictive model of human decision-making which Mises is placing outside the scope of verification and falsification by laboratory experiment, and rightly so.

      Putting it in that realm, IMHO, puts it in the supernatural and outside the realm of observation. Then empirically, it becomes irrelevant. We cannot tell whether it exists or not since we can no longer observe it. Since I know Mises and others use this theory to make profound claims about human behavior in the real world, it must by its influence on the world be observable, hence not supernatural, and hence, not outside the scope of verification and falsification. Frankly, I see human action as a subcategory of human cognitive behavior (and it might belong to an even baser category, that of all human behavior).

      All I know is that I don't agree with Mises's axioms and assumptions. Flawed premises means flawed conclusions. Reading Mises quotes, like the claim that human action cannot be observed, just reinforces my belief that his whole philosophy is deeply flawed and needs serious rework from the foundation up.

      Here's a short list of some of the things I'd consider necessary for a Mises 2.0.

      • The theory must be observable. You can have hidden parts that you cannot observe, but these are merely a convenient mnemonic representing otherwise overly complex machinery of the theory, not an important part of the theory.
      • It must fit with what we have already observed.
      • It can have additional axioms beyond being an empirical theory, but we should stop thinking of these as being "self-evident". Variations of the theory with different choices for the axioms are quite permissible.
      • I think the concept of action is fruitful and should be preserved, but it should be separated from the concept of "human". For example, there are examples of animals making real economic decisions (primates buying sexual favors with food, cows attached to automated milking machines that chose by themselves when to be milked) and there are examples of machines doing the same (the stock market trading, computer program).

      In other words, a purely empirical theory with the concept of action and one or more sets of convenient axioms compatible with empiricism.

      If you start from the position that choices can be practically reduced to nothing more than measurable impulses in the brain then you have no use for the study of human action.

      No need to go there. There are simple two state quantum systems that to our knowledge can generate a stream of perfectly nondeterministic/random bits. Even if humans are currently deterministic, just incorporating such a thing properly into our decision making process would allow us to act in a nondeterministic manner. To prove determinism of human action, you'd first have to prove determinism of this two state system. Easier said than done.

      so does praxeology (the study of human action) remain useful on its own merits, independent of the related scientific studies of physics, psychology, sociology, and the like.

      Only if it can make useful characterizations and predictions about the real world. Otherwise it has just as much and just as little use as any other belief system that doesn't matter to the real world.

    15. Re:Hayek by JesseMcDonald · · Score: 1

      Putting it in that realm, IMHO, puts it in the supernatural and outside the realm of observation. Then empirically, it becomes irrelevant. We cannot tell whether it exists or not since we can no longer observe it.

      It's not "supernatural", just not something we can quantify deterministically, like quantum mechanics or the product of a chaotic system. You can make observations about the results but they don't lead to a predictive, deterministic model of how the system works.

      Since I know Mises and others use this theory to make profound claims about human behavior in the real world...

      I don't see them doing that at all. The entire point of saying that you can't experimentally model the way that humans (actors) make choices is to eliminate it as a factor in what follows. Rather, Mises's conclusions are based on axioms which tend to hold regardless of the specific decision-making mechanism, often because assuming the opposite would lead to a contradiction. If you disagree with any of the necessary axioms then you'll naturally disagree with his conclusions as well, but note that not all of the axioms are necessary. Many of the arguments can be simplified, and others (such as Rothbard) have done exactly that, placing Mises's conclusions on a more concrete foundation.

      The theory must be observable. You can have hidden parts that you cannot observe, but these are merely a convenient mnemonic representing otherwise overly complex machinery of the theory, not an important part of the theory.

      It must fit with what we have already observed.

      These are already true of "Mises 1.0".

      It can have additional axioms beyond being an empirical theory, but we should stop thinking of these as being "self-evident". Variations of the theory with different choices for the axioms are quite permissible.

      That's fine. I don't think Mises intended for the study of human action to imply any particular choice of axioms. That selection process is fundamentally philosophical, not necessarily empirical—just as the preference for the scientific approach is itself a philosophical position. It is, however, perfectly reasonable to start the study of human action with axioms based on observation if that is your preference.

      I think the concept of action is fruitful and should be preserved, but it should be separated from the concept of "human". For example, there are examples of animals making real economic decisions....

      No argument here. The use of the term "human" was never more than a matter of style in any event; at the time Mises was describing his theory animals and machines were not thought of as economic actors. The theory should properly encompass all actors, whatever their form, provided their actions are effectively non-deterministic—whether this is truly so, as with quantum systems, or they are merely too complex to analyze in practice (chaotic).

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    16. Re:Hayek by diamondmagic · · Score: 1

      Try it at the macroeconomic level when you are dealing with national debt, trade, and massive natural supplies, capital, large corporations, and governments. Or how about you just read Human Action for yourself, or my preference, Man, Economy, and State by Murray N. Rothbard, where they try exactly what you suggest anyways, knowing full well and interpreting the limitations first.

    17. Re:Hayek by AA+Wulf · · Score: 1

      No laboratory experiments can be performed with regard to human action.

      One of the most profoundly stupid statements ever uttered by an economist. Sure you can't stick the global economy in a beaker and have controls and the other paraphernalia of controlled lab tests, the highest standard of science. But you can experiment with human action at the individual or small group in a controlled lab. It's routinely done these days. There is such a thing as experimental verification and falsification.

      And because it's now "routinely done" that somehow makes his statement, however so long ago, "stupid." During that time I'm sure it wasn't routinely done, if done at all, so it probably felt a lot less "stupid" of a statement when he made it. This statement was also coming into formation as an idea of Mises in the wake of a wildly turbulent economic collapse known as the Great Depression, and the unpredictability that would lead to the Cold War. The context of the statement provides further explanation as to its meaning. To simply flaunt this one statement as being "stupid" because of 50+ years of advancement into social science that wasn't available at the time he made it, I would argue is a far more "stupid" assertion.

      --
      http://bohemian-geek.blogspot.com
  6. My bet: by faragon · · Score: 1

    NP is O( (n^2) * log(n) )

    1. Re:My bet: by Anonymous Coward · · Score: 0

      If it were, it would be deterministic, hence not NP.

    2. Re:My bet: by Chris+Burke · · Score: 1

      If it were, it would be deterministic, hence not NP.

      Which assumes NP != P, which is unproven. We think they are non-deterministic, but they might not be.

      But if I had to bet, I'd bet that NP != P. And I'd bet even more that the OP's bet is bollocks. :)

      Though if they are right, and can somehow prove it, they should end up more than wealthy enough not to care about what anyone thought of them beforehand. :)

      --

      The enemies of Democracy are
    3. Re:My bet: by faragon · · Score: 1

      Yes.

    4. Re:My bet: by faragon · · Score: 1

      Which assumes NP != P, which is unproven

      As it is NP = P. The main handicap for NP = P is to sort the space solution dynamically, without expanding all permutations, avoiding combinatorial explosion. Other problem is that it is not trivial to fragment or address the space within a unexpanded solution for the permutation-space.

  7. another intersection of CS and econ by WhiteDragon · · Score: 5, Interesting
    --
    Did you mount a military-grade, variable-focus MASER on an unlicensed artificial intelligence?
    1. Re:another intersection of CS and econ by John+Whitley · · Score: 0, Flamebait

      I note that you over-condensed the linked article's statement to a meaning much different than your summation. Some more info from that article:

      scientists have proved that it is possible to create complex financial bundles [...] that hide bad assets in such a way that no computer or human can detect the bad assets.

      Even worse? Even after a buyer loses their shirt on the investment, it is impossible for the buyer to prove that they were sold junk, which makes it impossible to regulate.

      This indicates against allowing complex financial bundles, as they create vulnerabilities in the financial system. More interesting details at the parent article's link, including links to other analysis as well as the original publication.

    2. Re:another intersection of CS and econ by cananian · · Score: 2, Interesting

      Interesting link -- but CS does provide mechanisms for creating "trust worthy" bundles securities, in the form of one-way functions. If the seller says, "I distributed the asset types among these securities using a random number generator built on a cryptographically secure one-way function with the following seed", it is possible to have a high degree of confidence that the distribution really is random. The seller can rejigger the seed but the one-way function (statistically) prevents more than a certain amount of tampering. (Of course, you can still try to tamper with the ordering or identity of the input securities -- discuss!)

      --
      [ /. is too noisy already -- who needs a .sig? ]
    3. Re:another intersection of CS and econ by Anonymous Coward · · Score: 0

      Lots of problems in NP are very easy to solve.... Maybe you mean NP-Complete.

    4. Re:another intersection of CS and econ by WhiteDragon · · Score: 1

      I note that you over-condensed the linked article's statement to a meaning much different than your summation.

      That is true. Since what I said was basically the headline text of the article I linked to, I feel the over-condensation was justified.

      --
      Did you mount a military-grade, variable-focus MASER on an unlicensed artificial intelligence?
    5. Re:another intersection of CS and econ by Anonymous Coward · · Score: 0

      One of the major problems with the current housing derivatives is that the models were trustworthy under the historical models used - real estate trends in different cities that are diverse geographically, socially, and economically were uncorrelated. Unfortunately that lack of correlation went away when the housing bubble burst, drastically altering where the risk was allocated among the various tranches. Any modeling is only as robust as its assumptions, even, as here when you have a tremendous level of historical assurance that your assumptions are reasonable.

    6. Re:another intersection of CS and econ by khallow · · Score: 1

      Actually, if you had read the actual source, you would have seen two things. First, all toxic assets are detected. Instead, what they do is show that you can't distinguish bias in the delivery of toxic assets to bundled securities. Is it just bad luck that you got a touch more bad assets in your loan bundle? What they are saying is that even if you look at the entire history of lender by a suspected business, you might not have the computational power to find a sufficiently small bias in favor of bad assets. If the bias is big enough (say all of the loans in these bundles are extremely toxic), then it doesn't take so much effort to see the bias.

      The private enterprise solution is simply to assume that the loan bundler isn't completely honest and assume a level of risk exists beyond what would be calculated for a purely honest loan bundler. Even if the optimal solution is NP complete, a partial solution is polynomial time. I suppose you could ban complex securities (as the dKos article wants to do), but I don't see the point. It's a known risk with known solutions. If you're worried that banks will convert deposits into spins of the complex security roulette wheel, then limit how much they can invest in such things.

    7. Re:another intersection of CS and econ by SpectrumDT · · Score: 1

      "NP" problems are not necessarily hard. Many NP problems are easy. What you (and the opening post) probably mean is "NP-complete" or "NP-hard".

  8. Its easy! by Monkeedude1212 · · Score: 5, Funny

    Meaning if you can generalize the solution to poker, you have the ability to discover the Nash equilibrium of the economy

    The general solution to poker is to end the game with everyone elses money to make yourself richer. Some people have already applied this strategy to the economy.

    1. Re:Its easy! by greenguy · · Score: 1

      Meaning if you can generalize the solution to poker, you have the ability to discover the Nash equilibrium of the economy

      A strange game. The only winning move is not to play. How about a nice game of chess?

      --
      What if I do the same thing, and I do get different results?
    2. Re:Its easy! by d'baba · · Score: 1

      The general solution to poker is to end the game with everyone else's money to make yourself richer. Some people have already applied this strategy to the economy.

      Which is, of course, Score: 5 Sad, because of the vast number of people who think this is the 'Natural Way of Things'.

      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    3. Re:Its easy! by TheRaven64 · · Score: 1

      It is the natural way of things. Observe packs of animals. Your mistake is confusing 'natural' with 'desirable'. Most of human civilisation, including the concept of charity and of social groups extending beyond family ties, is unnatural. Personally, I'm still in favour of it.

      --
      I am TheRaven on Soylent News
  9. Federal Reserve by Anonymous Coward · · Score: 0

    How does the Federal Reserve fit into that equation?

  10. Obligatory by Yvan256 · · Score: 4, Insightful

    Economics involves people. So...

    "To summarize the summary of the summary: people are a problem." - Douglas Adams

    1. Re:Obligatory by at_slashdot · · Score: 3, Funny

      I think that Stalin said that this problem is fixable...

      --
      "It is our choices, Harry, that show what we truly are, far more than our abilities." -- Prof. Dumbledore
    2. Re:Obligatory by Anonymous Coward · · Score: 0

      No people, no problem.

    3. Re:Obligatory by mahadiga · · Score: 1

      And most economists ignore http://en.wikipedia.org/wiki/Social_mobility factor.

      --
      I'd like to buy homeland for our 10 million people. http://twitter.com/mahadiga
    4. Re:Obligatory by Anonymous Coward · · Score: 0

      So we should attempt to kill all the problems?

  11. Yadda-Yadda-Yadda: But...... by Anonymous Coward · · Score: 0

    is P = NP ?

    Yours In Novosibirsk,
    Kilgore Trout

  12. Huh? by NoYob · · Score: 1

    Daskalakis, working with Christos Papadimitriou of the University of California, Berkeley, and the University of Liverpool’s Paul Goldberg, has shown that for some games, the Nash equilibrium is so hard to calculate that all the computers in the world couldn’t find it in the lifetime of the universe.

    It sounds all Greek to me.

    --
    It's NOT me! It's the meds! I'm on 1000mg of Fukitol.
    1. Re:Huh? by oldhack · · Score: 1

      That was my thought when I was walking around a Greek city for the first time (Salonika): math city.

      --
      Fuck systemd. Fuck Redhat. Fuck Soylent, too. Wait, scratch the last one.
  13. CS by Anonymous Coward · · Score: 1, Insightful

    I take it that computer science would be the most common major among those in slashdot? This explains the libertarians commenting on health care reform.

    1. Re:CS by Anonymous Coward · · Score: 0

      kill yourself

    2. Re:CS by TheRaven64 · · Score: 1

      No it doesn't. Anyone with a firm understanding of game theory (which includes all computer scientists) should be able to see the obvious flaws in libertarianism.

      --
      I am TheRaven on Soylent News
  14. Article misrepresents complexity theory by kramer2718 · · Score: 2

    From the article: "By showing that some common game-theoretical problems are so hard that they’d take the lifetime of the universe to solve, Daskalakis is suggesting that they can’t accurately represent what happens in the real world." But he didn't actually show this. He showed (again from TFA): "Daskalakis proved that the Nash equilibrium belongs to a subset of NP consisting of hard problems with the property that a solution to one can be adapted to solve all the others." I.e. computing the Nash equilibrium is NP-complete. These problems have no efficient solution if (and only if) P != NP. That is if there is a polynomial (efficient) solution for any of these, then there is a polynomial time solution for all. We don't know WHETHER THAT'S TRUE. Computer scientists suspect very strongly that there is no polynomial time solution for these problems, but it isn't known for sure.

    1. Re:Article misrepresents complexity theory by Krahar · · Score: 1

      These problems have no efficient solution if (and only if) P != NP. That is if there is a polynomial (efficient) solution for any of these, then there is a polynomial time solution for all. We don't know WHETHER THAT'S TRUE. Computer scientists suspect very strongly that there is no polynomial time solution for these problems, but it isn't known for sure.

      It's true that many computer scientists will routinely say things like "this result holds assuming that P != NP, but no one thinks that P = NP". In reality the only thing that they or anyone else really knows about this is that no one has so far been able to prove that P = NP. The reason that many are so fond of underscoring how much they don't think that P = NP is that you can get results and so publish papers by assuming that P != NP, but you look mildly stupid for doing so if you don't also say "and hey, I do think that P != NP". Have a whole group of people with this incentive and then you get this sort of confusion where people think that surely P does not equal NP.

    2. Re:Article misrepresents complexity theory by Anonymous Coward · · Score: 0

      It's a strong enough suspicion that it's a reasonable simplification to make in a laymans article.

    3. Re:Article misrepresents complexity theory by wyldeone · · Score: 1

      Well, there is also the fact that despite decades of work nobody has been able to come up with a polynomial time solution to an NP problem.

      --
      In the beginning the universe was created. This made a lot of people very angry and is widely considered as a bad move.
    4. Re:Article misrepresents complexity theory by uid7306m · · Score: 1

      Well, don't forget that there are good _approximate_ solutions for many NP problems.

      NP can be a red herring in the real world: we don't need to solve (for example) the traveling salesman problem _exactly_. So long as we get within 1% or so of the optimum solution, that's good enough for most purposes.

      (Of course, we don't have good approximations for all NP problems, only some of them, so it isn't a total red herring.)

    5. Re:Article misrepresents complexity theory by UnixUnix · · Score: 1

      To be precise, Nash equilibrium (for 3-person games) was shown to be PPAD-complete (rather than NP-complete). You are right, though, it is not known that PPAD (or, for that matter, NP) requires more than polynomial time -- but it is very widely believed by very knowledgeable people with very good reason that it does!

    6. Re:Article misrepresents complexity theory by TheRaven64 · · Score: 1

      No one has yet thought of a way of proving that P NP. Proving that P = NP is much easier; you just need to find a polynomial-time solution to any of the large number of NP problems. The fact that lots of people have tried this and all have failed means that it is more likely that P NP. If you can prove that P NP then you will get some fame among mathematicians. If you can prove that P = NP then you can break public key cryptography and easily walk off with a few billion dollars before anyone notices (or sell the secret to the NSA for a large amount). And yet, still no one has managed to prove that P = NP. Of course, it's possible that everyone who succeeds gets paid off (or killed) by the NSA and they've been secretly able to decrypt all of our messages for a while, but it's quite unlikely.

      --
      I am TheRaven on Soylent News
  15. "Non-Deterministic" by Jane+Q.+Public · · Score: 0

    "More importantly there should be a single solution for one problem that can be adapted to fit all the other problems."

    Not so. There is a reason this class of problems is called "non-deterministic". That is because there is no way to determine, ahead of time, whether a finite solution for this problem exists!

    This discovery means that * IF * there is a solution to one problem belonging to the class, then that solution should be applicable to things like the economy or poker. But it does not, in any way, imply that there "should" be, or "is", a solution. That remains to be seen.

    1. Re:"Non-Deterministic" by scheme · · Score: 2, Informative

      Not so. There is a reason this class of problems is called "non-deterministic". That is because there is no way to determine, ahead of time, whether a finite solution for this problem exists!

      No, that's just wrong. The problems are called non-deterministic polynomial (NP) because they can be solved in polynomial time by a non-deterministic turing machine. A non-deterministic turing machine is a turing machine that can take go into multiple states and accepts an input if any of it's states end up leading to an accept state. Think superposition of states with a wave collapse if you're a physicist.

      All of these problems have finite solutions and in fact one of the requirements is that a NP problem has a solution that can be checked in polynomial time by a deterministic turing machine.

      --
      "When you sit with a nice girl for two hours, it seems like two minutes. When you sit on a hot stove for two minutes, it
    2. Re:"Non-Deterministic" by offrdbandit · · Score: 1

      You are mistaken. By "single solution" they are not referring to a "solution" to the problem, but a "solution" to the problem of calculating the solution. That is, the class of problems are related in such a way that an efficient algorithm for one is an efficient algorithm for all (because each problem can be decomposed in polynomial time time into "sister" problems of the same class).

    3. Re:"Non-Deterministic" by Jane+Q.+Public · · Score: 1

      I might not have stated it as clearly as I could have, but that *IS* what I said.

    4. Re:"Non-Deterministic" by Jane+Q.+Public · · Score: 1

      Pardon me. I did state that incorrectly. I did not mean that they might not be solvable, but it is impossible to determine in advance whether they are solvable in a "reasonable" amount of time. "Polynomial" time encompasses some very big numbers: millions of years for example.

    5. Re:"Non-Deterministic" by scheme · · Score: 1

      Pardon me. I did state that incorrectly. I did not mean that they might not be solvable, but it is impossible to determine in advance whether they are solvable in a "reasonable" amount of time. "Polynomial" time encompasses some very big numbers: millions of years for example.

      That still doesn't make sense. Any algorithm has a constant factor associated with it in big-O notation. So even if an algorithm is sub-polynomial, logarithmic, or even constant time, it might not be solvable in a "reasonable" amount of time. So, yes knowing something is O(n^2) may not tell you how long a solution will take to use, but it'll tell you how the time to compute the solution grows with input size. Which is really what big O notation and NP/P classifications are about.

      And yes, it is possible to determine in advance the approximate amount of time it will require. If you have the algorithm and the size of the input then you can determine the approximate length of time.

      --
      "When you sit with a nice girl for two hours, it seems like two minutes. When you sit on a hot stove for two minutes, it
    6. Re:"Non-Deterministic" by Jane+Q.+Public · · Score: 1

      Okay, smart guy, then do so.

      Give me an accurate big-O for the class of PPAD-complexity NP problems, and then using that, a reasonably accurate estimated time for completion (using presently available computing machinery) for an algorithm that solves at least one of them.

      Let me know. I'll be waiting.

    7. Re:"Non-Deterministic" by Jane+Q.+Public · · Score: 1

      Okay, look, I will stop pretending to be a smartass.

      It is true that up front, I was confusing the general class of NP problems with NP-complete problems. However, it should be pointed out that NP-complete is a subset of NP, and there ARE NO known polynomial-time algorithms for NP-complete problems. So I am still correct as far as there not being known big-Os for at least some NP problems.

      I do not know whether any, all, or no PPAD-class problems are NP-complete. But I doubt you did, either.

  16. Not quite... by Estanislao+Mart�nez · · Score: 3, Insightful

    Polynomial time approximate, probabilistic or special case solutions to NP problems are wide spread. The problem is that real human being in economics can not be easily described by an equation - and when they can be, they quickly change their behavior based on that knowledge.

    No, I'd say that we're dealing here with two facets of the same problem: the unreality of Homo economicus. The classic objection to economic theory is that people don't act "rationally" in the sense that economic theory requires them to do; even when given all the information that should be necessary to make a decision, they often make an "irrational" one. The objection this sort of applied CS research brings to reinforce that is that economics not only assumes perfect rationality, but also, that "perfect information" requires that arbitrarily complex computations be performed in arbitrarily short times. This is because to have "perfect information," you must compute all of the consequences of all of the information you've explicitly seen.

    In fact, I'd say that the irrationality and the computational complexity objections overlap. There's bound to be a lot of cases where the "irrational" decisions come from a failure to compute the consequences of the information that's explicitly given. (There are certainly other cases where it's not, like on the experiments where somebody is asked to split $100 between themselves and another participant, on the condition that if the other party doesn't agree with the split, neither one gets anything.)

    1. Re:Not quite... by MechaStreisand · · Score: 2, Interesting

      That experiment where people are asked to split $100 and the other person sometimes wants none of it is shown as example of irrational behavior, but I don't think it is. If someone chooses to split it $80/$20 and the other person says no, knowing they will then get nothing, that isn't necessarily irrational: they might just value punishing the other person more than getting $20 themselves. So it's perfectly rational. Perhaps you considered this and that's why you put irrational in quote marks.

      I agree with you otherwise.

      --
      Disclaimer: IANAL. This post is, however, legal advice, and creates an attorney-client relationship.
  17. risk vs uncertainty by Hognoxious · · Score: 1

    There was a short article in t'Economist recently. The difference is that in poker, there's a finite set of outcomes - you can't have a hand that has both the pi of jodhpurs and the duke of pretzels in it. In economics, unforeseen and even unforeseeable situations can and do occur.

    --
    Confucius say, "Find worm in apple - bad. Find half a worm - worse."
  18. Bloatware by jameskojiro · · Score: 0, Troll

    Bloatware = Current Government

    Time to re-install windows on a freshly formatted hard drive, ala. Revolution.....

    --
    Tsukasa: All I really want, is to be left alone...
  19. Wikipedia's Altered Theory of Computation by Halotron1 · · Score: 3, Funny

    Now would be a GREAT time to go alter the wikipedia articles on NP completeness and such, then watch the aftermath on slashdot as the n00bs go do their research and learn what it is for the first time!

  20. Only works with real money by Chemisor · · Score: 4, Insightful

    Once you factor debt and fractional reserves into the picture, the game changes quite a bit. The current crisis is that the players bet WAY more than they had, and they are all afraid to call, since they secretly know that EVERYBODY is bluffing. So the game (and the stock market) keeps going up as the players trying to outbluff each other with "I'll see your billion and raise you three more". And it will keep going up until somebody has to actually put something of value in the pot.

    1. Re:Only works with real money by betterunixthanunix · · Score: 2, Interesting

      Except that investors routinely bet more than they have, and in fact, this is a fundamental tenet of a modern economy. This is how banks manage to make money; they loan out money they do not technically have, with the understanding that in most cases they will get it back with a profit. Many businesses operate in this way, taking out loans for periodically required large investments (like fertilizer and fuel for a farm), making enough of a profit to repay the loan, with interest, and pay their employees, but not enough of a profit to stop the loan cycle. In general, it is OK to take these risks...

      The real issue is determining what level of risk is too high. If a bank issues too many loans, and there is a difficult economic year, the bank may find itself short of money to issue when you make a withdrawal; usually this means the bank will take a loan to cover its position, but if all the banks are in the same position, there is a financial crisis. The recent crisis happened, in part, because of the issuing of derivatives on loans -- contracts that amount to an insurance policy on loans -- which substantially magnified the impact of declining housing prices (because the insurance policies were being paid out too quickly, and the companies that issued them found themselves unable to cover their positions). If you are wondering how such a thing could happen in a country where the government decides the maximum amount of money banks can loan out, the answer is that the derivatives (credit default swaps) were not being regulated in any meaningful way.

      The moral of the story? Relying on high risk investments as a major source of income is a stupid idea. High risk investments should constitute a small fraction of revenue, and should be backed up by lower risk investments.

      --
      Palm trees and 8
    2. Re:Only works with real money by martin-boundary · · Score: 2, Insightful
      It all comes down to regulation and taxation. The government's laissez faire lack of regulation encourages increasong levels of risk taking as you pointed out, but regulation alone is not the answer.

      As long as people are allowed to keep extraordinary profits, the motivation is there to game whatever system is in place and this leads to a neverending race. Only strong levels of taxation (where by strong, I mean 95% taxation on all forms of personal income above a certain threshold, eg 200k) can make people reassess their own will to game the system, and thereby stop the elaborate schemes.

      Roosevelt understood this when he proposed maximum wages for all during WWII, and the middle class prospered until high tax rates were dismantled a generation later.

    3. Re:Only works with real money by Anonymous Coward · · Score: 0

      mod +1

    4. Re:Only works with real money by Anonymous Coward · · Score: 0

      Once you factor debt and fractional reserves into the picture, the game changes quite a bit. The current crisis is that the players bet WAY more than they had, and they are all afraid to call, since they secretly know that EVERYBODY is bluffing. So the game (and the stock market) keeps going up as the players trying to outbluff each other with "I'll see your billion and raise you three more". And it will keep going up until somebody has to actually put something of value in the pot.

      This is also modeled in poker via the "free tournament". Where people go all-in with every hand to gain the most chips to be one of three people to get a t-shirt.

    5. Re:Only works with real money by avoiceinthewildernes · · Score: 1

      Are you high?? Do you really think the current and recent regulatory regime is "laissez-faire"?? Really???

    6. Re:Only works with real money by khallow · · Score: 1

      The moral of the story? Relying on high risk investments as a major source of income is a stupid idea. High risk investments should constitute a small fraction of revenue, and should be backed up by lower risk investments.

      That depends who is relying on these high risk investments. Whether or not it is stupid depends on who is doing it and what fallback they have when things go wrong. Banks can get away with a fairly high amount of diversified risk (assuming the risk is genuinely diversified!), but they will always need some sort of lower risk and higher liquidity investment in order to insure that they can cover large deposit withdrawals and other cash flow challenges. Any other investor has similar demands.

      My view is instead the real problem is simply that the banks (and related businesses) simply didn't understand properly the risks of the investments they handled. For example, the systemic risk from massive default of loans and derivatives. Even a basic attempt to mitigate this risk by buying loan/derivative default protection from a insurer would be risky simply because any condition in which the insurer pays out significantly is a case in which there is greatly increased risk of a default on your insurance policy as well! In other words, massive default isn't necessarily insurable. It depends on the actions of the insurer who normally are beyond your control, unless you happen to be insuring yourself.

    7. Re:Only works with real money by mahadiga · · Score: 1
      --
      I'd like to buy homeland for our 10 million people. http://twitter.com/mahadiga
    8. Re:Only works with real money by Draek · · Score: 1

      Only strong levels of taxation (where by strong, I mean 95% taxation on all forms of personal income above a certain threshold, eg 200k) can make people reassess their own will to game the system, and thereby stop the elaborate schemes.

      Actually, I'd say that'd only popularize the old scheme of the $1 salary with your company taking all your living expenses as "business costs", with the ePeen switching from "who has more millions in the bank" to "who owns the biggest number of tax-avoiding small businesses".

      Try to outlaw *that* one, however, and I'm sure accountants and lawyers will quickly create a fork of Hollywood Accounting suitable for the legal system of your brand new government.

      Forget it, if there's a truism about economics is that the rich will always find a way to stay rich. You may as well try to force him to do something *useful* while he's at it, which is what the free market tried to do with mixed success, but you'll never eliminate him completely.

      --
      No problem is insoluble in all conceivable circumstances.
  21. Right. by Estanislao+Mart�nez · · Score: 1

    The emergent intelligence of the market will likely never be able to be simulated.

    Right. A true believer must take it on faith.

    1. Re:Right. by SQLGuru · · Score: 1

      I'm a true believer. Excelcior!

  22. Thank You Very Much For Corroborating by Anonymous Coward · · Score: 0

    My equation P = NP in Yadda-Yadda-Yadda above.

    Yours In Novosibirsk,
    K. Trout

  23. any class works by hort_wort · · Score: 1

    You want to learn economics? Figure out how to afford the textbooks and supplementary math software you need to take the course. Done.

    It's always easy to learn how to spread out a dollar when you're broke. I can see how the MIT guys might have trouble with it though.

  24. Nice setup by istartedi · · Score: 5, Funny

    What can CS teach ECON?

    How to crash routinely and have people shrug it off as normal.

    --
    For all intensive purposes, "whom" is no longer a word. That begs the question, "who cares"?
    1. Re:Nice setup by VocationalZero · · Score: 1

      You've got that backwards; ECON has been crashing long before CS even existed.

    2. Re:Nice setup by need4mospd · · Score: 1

      It IS normal. Growth is not possible for any long length of time. You can pull the growth forward through the use of debt, but that eventually comes back to bite you and you get a crash. If no one messes with the system to the extremes that they have in recent decades and the crooks are removed, the "booms" and "busts" don't occur in any significant order of magnitude.

    3. Re:Nice setup by Anonymous Coward · · Score: 0

      "the crooks are removed"

      so naive...

    4. Re:Nice setup by Anonymous Coward · · Score: 0

      What can CS teach ECON?

      How to crash routinely and have people shrug it off as normal.

      You're confusing CS in general with Microsoft. Don't worry, it's a common misconception.

    5. Re:Nice setup by Anonymous Coward · · Score: 0

      I didn't realise MS had a hand in the latest Ubuntu which f'cked up so many boxes!

    6. Re:Nice setup by d'baba · · Score: 1

      Bravo!
      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    7. Re:Nice setup by YourExperiment · · Score: 1

      Economy not responding? Try turning your stimulus off and on again.

    8. Re:Nice setup by khallow · · Score: 1

      Growth is not possible for any long length of time.

      How long is "long"? Five years? Ten years? A century? 650 years? That last length of time is how long the European economies have been growing. Sure there have been occasional interruptions, like the First and Second World Wars, but the economies of these countries have always rebounded.

  25. I believe in the Prep-H theroy of economics by Virtucon · · Score: 1

    Apply to finger and then apply to your butt.

    Why? Because all your money disappears like so many hemorrhoids. It gets itchy and needs to be gotten rid of. Spending your money makes the itch go away, just like Prep-H.

    --
    Harrison's Postulate - "For every action there is an equal and opposite criticism"
  26. Always mount a scratch economy by Anonymous Coward · · Score: 0
  27. So, this economist and... by fintler · · Score: 2, Insightful

    So, this economist and a computer scientist are sitting at a bar.... and these 5 girls walk in....

    1. Re:So, this economist and... by L4t3r4lu5 · · Score: 2, Funny

      I think you mean "... and these 5 girls walk past..."

      --
      Finally had enough. Come see us over at https://soylentnews.org/
    2. Re:So, this economist and... by Anonymous Coward · · Score: 0

      An infinite number of mathematicians walk into a bar. The first orders a pint, and the second says, I'll have half of what he's having. The third says he'll have half of what the second's having. The fourth says...

      The bartender says "you guys are idiots" and pours two pints.

  28. Oh really? by xednieht · · Score: 1

    The only thing you need to know about game theory is how to cheat and tell credible lies - game over. Where's my stinking award?

    --

    Hope is the currency of fools
  29. Economics can never be modeled succesfully by trybywrench · · Score: 1

    The problem with economics is the act of constructing a model changes reality. As soon as you take action based on your model, your model (and your actions) now become inputs to the system. You're doomed to forever chase a moving target, the more perfect the model the faster it becomes irrelevant. At best you can take some low hanging fruit with statistics preying on the ignorance of those less sophisticated. Goldman Sachs and the other HFT banks have this approach down to a science with the day trading crowd. GS's models are sufficient to trade in the noise of day traders and take them to the cleaners, that's why there's the saying "the fastest way to make a small fortune day trading is to start with a large forture". Modeling economics on a large scale though is a fool's errand.

    --
    I came to the datacenter drunk with a fake ID, don't you want to be just like me?
    1. Re:Economics can never be modeled succesfully by Anonymous Coward · · Score: 0

      Not really, trying to model precisely is a fool's errand (compare modeling climates vs weather - we can predict that the monsoon season will be roughly the same year to year in India and that California will get wildfires during the months x, y, z; Florida will get a hurricane x times per year, etc. We cannot predict whether it will rain or not in one month's time (unless you are Seattle or Phoenix where almost every day has rain or lacks it). There is a reason that Warren Buffet is revered as an investor for being able to beat the market through his analysis. Similarly, the market analysts, while off a fair bit of the time, do a far better job predicting which corporations have positive/negative outlooks than the dartboard.

    2. Re:Economics can never be modeled succesfully by d'baba · · Score: 1

      Heisenberg. 'Nuf said.

  30. Wait a minute by Rick+the+Red · · Score: 2, Insightful

    Poker is a game?

    --
    If all this should have a reason, we would be the last to know.
    1. Re:Wait a minute by Anonymous Coward · · Score: 0

      This isn't just a game.

      You die in the game, you die in real life.

  31. ummm by nomadic · · Score: 2, Insightful

    Some computer scientists are calling this the biggest development in game theory in a decade."

    Computer scientists and economists? What about the actual mathematicians?

    1. Re:ummm by d'baba · · Score: 1

      They all work for the NSA. Hi Pat!
      ---
      Msot plopee hvae the abilit abiitly to raed ttaol gragabe. The mian sratem mdiea pvreos tihs dlaiy.

    2. Re:ummm by TheRaven64 · · Score: 1

      Theoretical computer scientists are mathematicians who worked out a better strategy for getting grant money.

      --
      I am TheRaven on Soylent News
    3. Re:ummm by JesseMcDonald · · Score: 1

      Computer scientists are mathematicians. Computer science is a branch of mathematics (specifically discrete logic). This is separate from software engineering and programming (which are also independent of each other).

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
  32. He said it is a dismal science by Anonymous Coward · · Score: 0

    I am with Linus on this one
    Linus is right
    The man makes sense
    He is absolutely correct on this one

    1. Re:He said it is a dismal science by YourExperiment · · Score: 1

      So wait... do you agree with him or not?

  33. The implication is, can money be accurate? by tjstork · · Score: 1

    What you are really saying is, in other words, is that money can never be really accurate, and it follows that the trend towards globalization and consolidation of currencies is a mistake. This makes some intuitive sense. If Japanese cars are better than American cars, then why do they cost more in America?

    --
    This is my sig.
  34. Three person games by samwhite_y · · Score: 1

    I am pleased to see this result. It agrees with some of my own suspicions. Let me describe a simple three person game (players A, B, and C). Here is the rule for each player when it is their turn.

    A player must take $1.00 away from one opponent and give at least half of it to the other opponent. Whatever is not given to the other opponent can be kept by the acting player.

    Each player in turn gets to choose which player to steal a $1.00 from and how much of it they will keep (they can keep at most half) and how much to give to the other opponent. Assume you do 50 rounds of this game (each player is visited 50 times).

    Here is the problem: construct an optimal strategy for each player.

    What makes this problem so difficult is the issue of collusion. If two players decide to gang up on another player, they can both profit at that other player's expense. But if you assume that none of the players have friendships or other factors that might induce collusion, then the only way to get collusion is to offer "bribes". A bribe can be both an offer to not take away a $1.00 and it can be an offer to give more than the standard half of the $1.00 to the other opponent. An optimal strategy is based on deciding who is likely to be giving you better bribes in the future and how do you induce such behavior with your own bribes.

    Now, here is the part I consider exciting. The claim is that calculating the Nash Equilibrium is hard (in a computer calculating sense) for three person games, this one being an example. The claim is actually stronger than that. Getting even somewhat close to a Nash Equilibrium is hard (if it were not, then you would evolve slowly towards the Nash equilibrium by slowly refining "good" solutions into "better" ones -- that would be most likely doable in polynomial time). In other words, not only is it hard to calculate the perfect strategy, it is hard to even calculate a good one.

    To see why that might be the case, let us assume that the three players have chosen a strategy which causes player A to think "it really does not matter if I choose to steal $1.00 from one opponent or another -- my expected outcome is the same." Then player B could offer just 0.01 more of a bribe to induce player A to favor B over C consistently. In other words, a very small adjustment in strategy by one player can have a huge potential impact on their future expected out come. It is this instability of outcome which is the mark of an NP computational problem. A small wiggle in inputs creates huge "chaotic" changes in outputs.

    Side note: This "large change" in outcome based on small change in input is at the heart of what makes factoring large numbers hard. If you multiply two large numbers together, and change just one digit in one number, it will have a large and somewhat unpredictable (until you actually calculate it -- but then that means you are still having to try out all different products to factor a number) outcome.

    1. Re:Three person games by samwhite_y · · Score: 1

      I have more to say. I forgot to mention another reason why I think this result is so exciting.

      Assume you have a game being played by N people (N > 2, but think of N > 8 as a typical example). By what I said in the prior post, everybody is playing a BAD strategy, a strategy that is far from the Nash Equilibrium because it is IMPOSSIBLE to effectively calculate a better strategy in a reasonable amount of time.

      Although it is impossible to create a perfect strategy, it is possible to create an exploiting strategy. If you can accurately predict the strategies of your opponents (where the accuracy does not have to be that great -- the strategies of your opponents are that intrinsically BAD), it is easy to create an exploiting strategy in any game of sufficient complexity involving enough players. I will give a simple example. Suppose you play poker and after a sequence of bets (with the same type of sequence occurring reasonably often), you notice that an opponent tends to fold to large bets almost all the time, you would then exploit that player by always bluffing after that sequence of events and "slow calling" (that is not raising) when you have a monster hand. In a two player game, that opponent would correct his play successfully by calling more often, but in multi-player games, the information can be more muddled because the opponent does not notice the correlation between a sequence of prior bets involving multiple players and his tendency to fold. In other words, the opponent may think that he is correctly calling big bets half the time but not notice that if a second player raises, he tends to fold more often when another player enters the pot with a big bet (there is more I can say here, but I don't want to get into the strategy of poker in great detail -- but I will say that the folding player is not being stupid).

      But here is where things get interesting. In order to effectively exploit the strategies of others, you have to adopt a highly exploitable strategy yourself (for example, "always bluffing after a certain sequence of events" is a fairly exploitable strategy). In stock market terms, it would be the equivalent of going into a highly vulnerable "short position" on a stock. This brings up the issue of "counter-exploitation" and the need to disguise your actions when playing in the game.

      So what happens in such games.

      The games are highly unstable. People are always doing crazy exploiting moves that create great risk for themselves (and potentially for the infrastructure of the game itself).
      The games are highly exploitative by colluding players (the "old boys network" as some would call it).
      Getting "inside information" on the actual strategies pursued by other players is highly valuable.
      Likewise, hiding what you are doing is very important.
      A big danger is acting in a predictable manner that is too similar to what others are doing (the "herd" mentality problem).
      There is no safe way to play the game.
      Researching potential ways to exploit the current state of the game is a must, particularly to see if anybody else is pursuing such strategies against you (example: there might be an opportunity to artificially squeeze somebody else's short position on a stock that you own).

      So what do I conclude from this. The more we make our "markets" (stock & other assets) more "perfect" the crazier they are going to become. Derivatives made the "market" more perfect because it allowed people to act on "risk factors" in a more precise way. It is not a surprise that they have also caused problems. Derivatives removed "frictions" in the market and made the market better. But it is the friction in the "markets" that prevents greater craziness. This is not because people are irrational. Far from it. It is the nature of game theory itself that says this will be the out come. To put it another way, cleverness and rationality are actually the enemy. If we were stupider and less rational there would be less of a problem.

      Let me give an example of this "stupid

    2. Re:Three person games by Anonymous Coward · · Score: 0

      Each player in turn gets to choose which player to steal a $1.00 from and how much of it they will keep (they can keep at most half) and how much to give to the other opponent. Assume you do 50 rounds of this game (each player is visited 50 times).

      Here is the problem: construct an optimal strategy for each player.

      You have described a "race to collusion" game. Each player is in exactly the same position as the other two. Thus, take any possible equilibrium. You will have one player who is best off, one second best, and one worst, with the possibility that some number of players can be in an identical position as one another. In this configuration, it doesn't matter what the equilibrium looks like, the player in the worst position can offer to modify the status so that he is in the middle position and the player in the middle position is in the best position, which makes the player in the middle position better off and therefore brings about this change.

      What this means is that the only stable outcome is the one where the best and second best off players are in the same position as one another, i.e. both get 50% and they agree to split any losses incurred. In that situation the worst off player can try to bribe either of the other two, but both know that they are better off where they are than they would be in the situation where they are the worst off player, and both have agreed to abandon any collusion with the out-of-collusion player in exchange for the colluding partner's reciprocation. Since both are on equal footing neither can extract a greater share than the other and any attempt to do so would lead to the player in the middle position defecting to join the player in the worst position as above.

      In other words, the first two players to join together are the winners.

  35. A simpler way to say it... by tjstork · · Score: 1

    Is that you can think of a non-deterministic machine as the inverse of a deterministic machine. For my own education into the problem, I wrote a program that simulated an instruction set running backwards, but in the complete set sense.

    So, if I put in a program to multiply, I could feed it two inputs A and B and get the multiplied value C. If I supplied C, the machine would be crunched "backwards" to get the various possibilities of A and B. Of course, in order for this to work without an explosion of possibilities, you would need a "magic" engine that knows the exact choice needed to arrive at a correct answer A and B at each step of the machine.

    The next plan would have been to see if it were possible, given the bits of the solution set of C, and the engine, and the known symbols, to construct an uber table that can look up each of the steps of the engine... Now, how does one build that magic engine? That was what seemed to me the crux of the whole problem and unfortunately I got frustrated with it and walked away about a year. The whole mess is in source forge...

    http://sourceforge.net/projects/bicomp/

    I feel a round 2, coming on.

    --
    This is my sig.
  36. We've been here before . . . by Anonymous Coward · · Score: 0

    It was the MIT and Ivy League mathematicians who got the economy into its current troubles. This sounds like nothing more than a new set of 'quants.' But, then again, there will always be the next big thing.

  37. overstated by jipn4 · · Score: 1

    The implications of such a result are overstated:

    * It's easy to construct markets in which finding the optimal solution is NP-hard, and many real-world problems are already of that form--for example, any economic decision that involves an NP-hard optimization problem.

    * Participants already don't find optimal solutions even given infinite computational resources simply because people lack the necessary information to find optimal solutions to begin with.

    * NP-hardness is nearly useless in characterizing the difficulty of real-world problems anyway. Being NP-hard doesn't mean that problems of interest are necessarily hard. And many problems in P don't have practical algorithms for large problem instances.

    It's interesting that simple 2 person games can be hard as well, but that doesn't fundamentally change what was already known: markets often don't function optimally because of computational limitations.

  38. Mind Surfer by Anonymous Coward · · Score: 0

    I can't remember the name of the author, but inside it's deranged drug-trip of a storyline the author hypothesized basically this exact type of formula, eventually resulting in one of the characters almost getting killed after making a killing on dealer-slanted cardgames based on results of the formula, mentally calculated I believe.

  39. Foundation by RickyG · · Score: 1

    So, does anyone remember the Foundation series? Basicly a all-knowing and wise person comes up with the "key" to prodicting the economic and social progression of society. All is well, until a random factor shows up, and crashes the whole party, and causing the system to collaspe. Do not trust in your math to lead humans...

  40. Misses the post-scarcity point; digital abundance by Paul+Fernhout · · Score: 2, Interesting

    The biggest problem we face is post-scarcity technologies of abundance wielded by scarcity-obsessed people, because things like biotech, robotech, infotech, nanotech, nucleartech, and so on make terrible, if ironic, weapons. It is ironic to use military robots to fight over economic issues the robots make obsolete. It is ironic to use nuclear missiles built with advanced materials to fight over oil supplies that nuclear power or solar energy make unimportant. It even takes more electricity to produce a gallon of gasoline than an electric car takes to go the same distance, if you really want some deep irony -- we'd use less electricity if we switched to electric cars. So, as an example of post-scarcity thinking, considering that and safety issues, our society would save money and have lower taxes if everyone got a free-to-the user safe luxury electric car.
    http://groups.google.com/group/openmanufacturing/msg/09eb7f4c973349f2?hl=en

    From Post-scarcity Princeton:
    http://www.pdfernhout.net/post-scarcity-princeton.html
    """
    * Some comments on the PU Economics department and related research directions from a post-scarcity perspective

    The PU economics department, of course, should be abolished as part of this transition. :-)

    OK, that will never happen, so it should be at least "strongly admonished" for past misbehavior. :-(

    What misbehavior? Essentially, the PU Economics department has taken part in a global effort to build an economic "psychofrakulator". How does a psychofrakulator work? Consider a paraphrase of something Doc Heller says in the movie Mystery Men:
    http://www.imdb.com/title/tt0132347/quotes

    Dr. Heller: It's a psychofrakulator. They used to say it couldn't be built. The equations were so complex that most of the scientists that worked on it wound up in the insane asylum [in Chicago]. ... It creates a cloud of [dollar denomiated] radically-fluctuating free-deviant chaotrons which penetrate the synaptic relays [via television]. It's concatenated with a synchronous transport switch [of values from long term seven generation life-affirming love of caring to short-term immediate profit and immediate gratification suicidal death-affirming love of money] that creates a virtual tributary [back to large corporations]. It's focused onto a biobolic reflector [of the elite controlled mass media] and what happens is that [economic] hallucinations become reality and the [global] brain [and global ecosystem] is literally fried from within.

    Or in other words:
    "Screwed: What 30 Years of Conservative Economics Feels Like"
    http://granby01033.blogspot.com/2008/04/screwed-what-30-years-of-conservative.html
    Or:
    http://en.wikipedia.org/wiki/Post-autistic_economics
    And:
    "Obituary: Conservative Economic Policy"
    http://tpmcafe.talkingpointsmemo.com/2007/10/19/obituary_conservative_economic/

    Conservative economic policy is dead. It committed suicide. Its allegiance to market solutions, tax cuts and spending cuts, supply-side nonsense, manipulative and corrosive ties to industry and the rich, have left it wholly unable to cope with the challenges we face. Its terribly limited toolbox simply cannot address the economic insecurities and opportunities generated by today's global, interconnected, polluted, insecure, dyna

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  41. Economics is easy by Gothmolly · · Score: 1

    You can't eat what you don't grow. The rest follows.

    --
    I want to delete my account but Slashdot doesn't allow it.
  42. Bullshit! by Anonymous Coward · · Score: 4, Insightful

    I give you $150 and you give me an hour of labor. We've both benefited by the trade.

    This is the fundamental basis of perpetual economic growth... given a free market* in which to pursue trades, wealth increases as trades are made.

    This argument echoes the exact same stupidity of the "perpetual growth" nuts that got us into this economic mess in the first place. You believe that infinite trades are possible, and that resource limitations don't apply. But even in your own example, you're talking about trading one limited resource (labor) for another (money). And yes, money is a limited resource - you can print all the money you want, but since doing so doesn't increase the amount of actual value that that money represents, all you're really doing is devaluing the existing money supply in order to redistribute the underlying value (i.e., stealing a little bit of value from everybody who's currently holding any of the existing bills, and giving the loot to someone else - usually a central bank).

    Perpetual growth is nothing more than an illusion shared amongst fools. Value doesn't magically spring into existence by the mere act of trading something back and forth. Value can only be created by consuming resources. Whether that resource is energy, or some natural resource such as coal or iron, or human labor, etc, there is only a finite amount of that resource. Furthermore, many of these resource limits are things we are either already bumping into, or things that we will bump into in the foreseeable future, such as in the case of the various natural resources we've come to rely on.

    1. Re:Bullshit! by ShakaUVM · · Score: 1

      You've been reading too much Green propaganda. Or economic textbooks from the 1500s. Wealth used to be based on land and natural resources, true, but this was proven to be wrong by the late 1600s.

      Take the following example - I trade you a piece of software for another over some P2P network. We're both wealthier now in a real sense, but no resources of any note were consumed or expended.

      If you make a couterargument in any way involving the power consumed or the entropic heat death of the universe, I'll mock you. Fair warning.

    2. Re:Bullshit! by garompeta · · Score: 1

      Value can only be created by consuming resources

      Value is based on scarcity that is Econ 101, whoever is against it, should retake Econ 101.
      Because resources are scarce, the second principle is that people face trade-offs in their economic decisions.

      But what the other guy said is the typical "win-win" situation, where it helps developing growth but it is the interchange of values, not creation of value. The added value is already in the traded product.

    3. Re:Bullshit! by TheMuon · · Score: 1

      That software did not come out of thin air. Yes, the copies you made were essentially free but resources were initially consumed to produce it. The value of copies of that product when access and distribution are nearly free is essentially zero. Which is why we have copyright laws to give it artificial value.

      For that reason, spreading around existing software doesn't really create any new wealth using p2p since very little resources are expended. It just redistributes existing wealth. If you want to create new wealth with software you have to write new code. This takes labor.

      Here's an example for you. A book has value. Resources were expended to produce it. An author wrote it. A publisher edited it, printed it and distributed it. The physical material making up the book had to be produced. Some of these costs are constant regardless of how many books are printed and thus the cost per book approaches zero. This is the actual writing and editing. The other costs like printing and distribution increase with each book such that the cost per book approaches some value greater than zero. Thus every book, no matter how many books are printed, has some significant value.

      An ebook has insignificant value. The cost to produce an ebook is primarily the writing and editing, which approaches zero with every copy made. Again, copyright gives the ebook and artificial value but that value is not real since copyright can be circumvented.

    4. Re:Bullshit! by Attila+Dimedici · · Score: 1

      For that reason, spreading around existing software doesn't really create any new wealth using p2p since very little resources are expended. It just redistributes existing wealth. If you want to create new wealth with software you have to write new code. This takes labor.

      Sorry, that just isn't true. If I acquire software that increases the efficiency with which I am able to produce something that has value, my wealth has increased. New wealth does not necessarily require expending resources. Anything that increases my productivity increases my wealth (even if the only thing that increases as a result is my free time).

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    5. Re:Bullshit! by moeinvt · · Score: 1

      "Wealth used to be based on land and natural resources, true, but this was proven to be wrong by the late 1600s."

      I don't think that such a thing can possibly be "proven" to be wrong. In fact, the economist Henry George in his book "Progress and Poverty" makes a very compelling argument which suggests that monopolization of land and resources is the fundamental mechanism by which vast disparities in wealth are created and perpetuated.

      Condensing his arguments here would be impossible, but basically, if the rules of your society prevent you from accessing land and resources, you are automatically deprived of the ability to lead a self-determined and "free" existence. If you have no access to land or resources, you have no access to shelter, no way to grow food, hunt game, raise animals, etc. In the extreme case of resource privatization, you would have no access to air or water. George therefore argues for a system which levies taxes on land and resources as opposed to one that taxes productive activity.

      It makes sense to me because the amount of land is fixed, so unlike taxing income, you don't create a dis-incentive for engaging in productive activity. I think the ideal public policy would be one based on a hybridization of the Austrian and George theories of economics, applied in the context of a limited Constitutional government.

    6. Re:Bullshit! by david_thornley · · Score: 2, Informative

      Completely wrong. Lots of people buy bits all the time. If I buy an album from iTunes for $9.99, we have to assume that album is probably worth $9.99 to me, and hence I'm better off with it. In the meantime, other people divvy up my ten bucks, and since they spent almost nothing they're better off. Hence, wealth has been created. It doesn't matter if I pay for it or get it for free, as long as I find value in it. For negligible transaction cost, I've got something worth at least ten bucks to me.

      Of course, this can't be extended indefinitely, since we hit the law of diminishing returns. I can listen to only so much music, read so many books, and so on, and I do need things like food and clothing. This means that we can't increase wealth indefinitely by sharing software.

      So, we conclude that wealth isn't fixed, we can do some things that increase wealth without significant cost, or things that increase wealth at a cost, but we can't increase it arbitrarily.

      --
      "When you have eliminated the unacceptable, whatever is left, however improbable, must be the truthiness" - Holmes
    7. Re:Bullshit! by u38cg · · Score: 1

      But money doesn't represent value. That is where you make your mistake. Money is just something you can use to satisfy a government debt without any legal obstruction. Its utility stems from that.

      --
      [FUCK BETA]
    8. Re:Bullshit! by ShakaUVM · · Score: 1

      >>I don't think that such a thing can possibly be "proven" to be wrong.

      Well, insofar as everyone who believed in the land = wealth theory ended up either going bankrupt or were vastly overshadowed by the money made (seemingly out of thin air) by the people who didn't believe in it, yeah.

      >>In fact, the economist Henry George in his book "Progress and Poverty" makes a very compelling argument which suggests that monopolization of land and resources is the fundamental mechanism by which vast disparities in wealth are created and perpetuated.

      How much land does Bill Gates own? He's a monopolist, but he doesn't have a monopoly over land or natural resources. Plus, I'm inherently suspicious of any book that has the word progress in the title.

      >>It makes sense to me because the amount of land is fixed, so unlike taxing income, you don't create a dis-incentive for engaging in productive activity.

      It is, sort of. But when land is limited, society has found ways around the limitations. Houses become apartments become skyscrapers, for example. In a worst-case scenario, we could turn our farms into hyrdoponics towers many stories high.

      They've tried taxing land, before. (As Hillary says, we tax everything that moves or doesn't move.) And people find ways around that as well. In Dublin, for example, all the older houses are incredibly narrow and have fake windows. Why? Because they were taxed based on street frontage and the number of windows they had (it was a sign of wealth, I suppose). The Irish Parliament building, IIRC, has something like a hundred fake windows in it since they didn't want to pay taxes to the British.

      Overall though, there's an important philosophical difference between a productivity tax (like an income or sales or VAT tax) and an asset confiscation tax (like property or death taxes), with pros and cons going both ways. Our government, of course, does both.

    9. Re:Bullshit! by ShakaUVM · · Score: 2, Informative

      >>That software did not come out of thin air. Yes, the copies you made were essentially free but resources were initially consumed to produce it. The value of copies of that product when access and distribution are nearly free is essentially zero.

      The "value" of something (sorry to break it to you) is whatever someone is willing to pay for it.

      If I think MATLAB is worth $1,000, but I can find a used copy for $100, am I now effectively $900 richer or $100 poorer? By your definition, I would be poorer (since it has an "inherent" value of $0, according to you). Also, by your funky definition, wealth would only decrease. But in an actual objective sense, since I need MATLAB in order to run my business and make more money elsewhere.

      Your weird definition would also say I came out $900 ahead if I got MATLAB on a physical DVD, but lost money on the transaction if it was fully digital, which is rather silly if you think about it - I get the same software either way.

      I'd recommend you reflect on your definitions of wealth and value.

    10. Re:Bullshit! by xtrafe · · Score: 1

      Yeah, the parent is wrong, but you, anon, are a troll.

      The fundamental basis of perpetual economic growth is increasingly efficient production, so that even if resources are limited, we use them more effectively. This has nothing to do with trade. Given a free market, any trade should increase _utility_ and trades will continue until utility is maximized. Look here.

      money is a limited resource

      No, money is not a resource at all. Nor does the fed modify the money supply by printing money. The money supply is expanded and contracted through interest rates. When the interest rate is low, inflation will be high, your money will devalue more quickly, and the hope is that this will increase welfare within the whole economy.

      The reason we're in 'this mess' is because we have markets at all. If you read your history, you'll find that there's a very repeatable pattern in all markets of booms and busts of non-normally distributed magnitude. These booms and busts are also accompanied by public figures decrying the irresponsibility of speculators and the blindness of regulators. The people who make the biggest deal of a bust usually are the people who are vying for political power.

      There is no mess. This economic downturn is part of business as usual. Now if you want to talk about growing volatility, then we might have something to discuss.

    11. Re:Bullshit! by JesseMcDonald · · Score: 1

      The GP is not treating money as an unlimited resource. Potentially unlimited in value, yes, but not in quantity.

      What you're missing is that value is not an inherent property of the resources being traded. Rather, value is subjective; each individual involved in the trade has a different idea of the value of each resource. The trade occurs because each individual values the other's resource more than they value their own. Assuming their ex ante valuations were correct (which becomes very likely over the course of repeated trades), after the trade they both have increased in wealth from their own point of view (by trading something they value less for something they value more), even though resources have been neither created nor destroyed.

      Note that this increase in wealth means that the value of the currency has increased as well, again without any being created or destroyed—since the new owner values the non-currency good more than the old owner did, the amount of currency required to purchase the resource would purchase a larger quantity of other goods, all else being equal.

      Value can only be created by consuming resources.

      False. Consuming resources is one sort of value, but having resources is another. Value is defined as the inverse of (subjective) discomfort, and having resources, without consuming them in the present, is one way to reduce the discomfort which results from an uncertain future. This is where trade comes in, because (trivially) having a good which one values more is a greater value than having a good one values less.

      Ever-increasing consumption of resources is unsustainable over the long term. Ever-increasing wealth—or equivalently, ever-decreasing discomfort—is not, because wealth/discomfort is subjective and thus not inherently limited by the available resources.

      In practice I doubt humans could be comfortable given a severe lack of resources, but that is a matter of preferences and thus properly the domain of psychology rather than economics.

      P.S. It is truly amazing how many people stubbornly cling to the concept of inherent value even though it has long been known to be incapable of addressing such basic questions as "Why are diamonds (generally) valued more than water?" and "Why is the valuation exactly the opposite to someone stuck in the desert?". Value is subjective; every serious school of economics has accepted this for decades, if not longer.

      --
      "The state is that great fiction by which everyone tries to live at the expense of everyone else." - Bastiat
    12. Re:Bullshit! by sulliwan · · Score: 1

      Resources don't have an intrinsic value, value is entirely subjective. Probably the best example of this is the only truly limited resource: human labor. Let's say you work for 1 hour, you gain both expertise in the field and possibly even create something to make your work in the future more efficient(if it's a tool, an algorithm or a computer program, doesn't really matter). Now the next hour of your work has a higher value than the previous hour had, since you are more effective in what you do. Is the current market system able to fairly distribute wealth which arises from creating value? Hell no. However the logical principles of a growth-based economy are sound.

    13. Re:Bullshit! by JustAClam · · Score: 1

      The fact that this post is marked up to 4 as "Insightful" is scary. Leave perpetual growth out of this. Your assumptions about resources are bogus. Suppose you and I sit outside together (on the ground) on a sunny day. Suppose that I can teach you any skill that I have in an hour and I'm willing to do it for $150. (If that's uncomfortable, let's suppose it's 100 hours and $15000). During the time I'm being paid to teach you, I can teach you to make mud pies like my sister or to play the piano like Van Cliburn. According to you, the value of both of those is the same, or is related to the difference in value between the mud and the use of the piano. Most people don't think they are.

      Suppose I could teach you how you could cut your home heating costs by 25% by spending $1000 OR I could teach you how you could cut your home heating costs by 50% by spending $1000. According to you, my hour of labor is worth the same amount in both cases. It's worth more if you hire me to save you 50% for the same cost. When you get this, you can become a management consultant.

      And by the way, if the guy with the $150 traded it to the other guy for an hour's labor, they were both better off. If you don't think so, you haven't ever looked for a reputable plumber when your pipes were broken.

  43. financial/economic systems are also chaotic by qralston · · Score: 1

    In additional to Daskalakis' thesis that finding the Nash equilibrium for an economic system is a PPAD-complete problem, neoclassical economists have yet to acknowledge the other elephant in the room: the fact that economic systems are chaotic, which makes it impossible to build long-term models that in any way correspond to reality.

    In fact, we can trivially prove that economic systems are chaotic, because weather greater affects economic systems (e.g., a drought that affects farmland productivity), and weather systems are famously chaotic.

    There is an object lesson here. In 1948, U.S. secretary of state George C. Marshall infamously summarized the attitudes of scientists and other learned men when he asserted:

    "The conquest of all infectious diseases is imminent." - U.S. secretary of state George C. Marshall, 1948

    If there ever was a statement that scientists wished they could take back, it would probably be Marshall's. Because microbes have spent the last 60 years humiliating us for our hubris.

    Unfortunately, only the Austrian economists have figured out that this statement is every bit as laughable and contemptible as Marshall's:

    "An economy can be successfully planned." - neoclassical economics

    Somewhere, Ludwig von Mises is still hoping that the rest of us will get it, too...

    --
    Your bank is insolvent.
    Taking Money Back
  44. Fail to see the big deal by VampireByte · · Score: 2, Informative

    I have graduate degrees in both Computer Science and Economics and this commonality was so obvious to me over a decade ago that it wouldn't have seemed worth writing about. Hell, you even study Von Neumann in both of these fields at the undergraduate level.

    --

    Run and catch, run and catch, the lamb is caught in the blackberry patch.

    1. Re:Fail to see the big deal by pjt33 · · Score: 3, Funny

      Proof by obviousness isn't accepted by most peer-reviewed journals.

    2. Re:Fail to see the big deal by skelterjohn · · Score: 0

      Hay Guys! P is not NP! It's obvious!

  45. Re:another intersection of ANUS and econ by b4dc0d3r · · Score: 1

    Someone, somewhere, is going to use this to fuck us all in the financial sector. And not in the good way. And by "financial sector" I mean unlubed arsehole with a cactus.

  46. Mod this AC up by mister_playboy · · Score: 1

    All the complex work that these economists have done seems impressive, yet it will crumble because they built it upon delusion.

    We have come to the end game of the infinite growth charade. The simple truth is that calling the valueless valuable does not really make it valuable, and nothing can change that.

    --
    Do what thou wilt shall be the whole of the Law ::: Love is the law, love under will
  47. Old news to Theoretical Computer Scientists! by Ben1220 · · Score: 1

    Economists and Complexity Theorists work very closely together nowdays, especially around the area of algorithmic game theory. In fact there have been much more recent results in this area, for example I just read an interesting paper on the price of anarchy in network routing. http://www.eecs.berkeley.edu/~gvaliant/papers/SR_sub2.pdf Many of the most popular complexity theory blogs often urge their readers to visit relevant economist conferences. Personally, I love this area, right at the intersection of algorithms, complexity theory, discrete mathematics, graph theory, operations research, optimization and game theory. Every single one of those fields is awesome by themselves imo, so algorithmic game theory is right up there for me.

  48. Yeah, anything people choose is always good. by Estanislao+Mart�nez · · Score: 1

    I give you $150 and you give me an hour of labor. We've both benefited by the trade. If we are really acting freely, we've both benefited (or we wouldn't have engaged in the trade), so we are both wealthier than we were before.

    I know that stuff is a standard economics axiom, but this is one of the canards that people trot out to defend the unthinking application of free-market policies: that whatever trades "free" people do are necessarily good and beneficial, because otherwise they would not have chosen to make those trades. That, of course, can be stretched to justify any outcome the market produces whatsoever. People drink toxic sludge? Well, we know that they chose it in order to maximize their utility, because, um, everything people choose maximizes their utility, because otherwise they wouldn't choose it.

    Not to mention that this sort of thinking dismisses offhand the whole problem of weakness of will. The psychological drug addict who keeps doing drugs despite judging that it's destroying his life clearly is lying to himself about the latter. He is truly better off losing his job because of his crack addiction, because otherwise he wouldn't have chosen to buy crack.

  49. Start with something simpler? by Anonymous Coward · · Score: 0

    Seriously, before they start trying to solve complex games like poker, why don't they focus on something simpler? I've yet to figure out a way to consistently win in scissors, paper, stone...

  50. Cart before the horse. by Estanislao+Mart�nez · · Score: 2, Insightful

    I thought growth came from fractional reserve banking.

    No. This is really much simpler than you're thinking. "Growth" really just means that people, in the aggregate, obtain more or better real goods and services. Or to put it in crude terms, economic growth = people obtain more and better stuff than they used to be able to.

    All the stuff about markets, currencies, banking and investment is just a set of schemes to make it possible for more stuff to be built. For example, using money instead of barter to trade makes it possible to have extremely specialized label. How many CT scans does the radiologist have to trade to the car mechanic to get the latter to fix his transmission?

    bank to [A] -> here is loan
    bank to [A] -> please deposit your loan
    [A] to bank -> ok
    bank to [B] -> here is a loan derived from the money loaned to [A] who kindly gave us some free money

    You're missing the part where A and B work and produce valuable stuff that didn't exist before, get paid for it, use the money to pay the bank for the loan, and the bank's shareholders are now able to buy the stuff that A and B produced. Basically, credit is a mechanism for paying for stuff today with tomorrow's stuff. It does fall apart if there isn't enough stuff tomorrow, true.

  51. One simple lesson for politicians by mi · · Score: 1

    Don't put into kernel, what can be done in user space.

    --
    In Soviet Washington the swamp drains you.
    1. Re:One simple lesson for politicians by blueg3 · · Score: 1

      Does that make the Federal Reserve like NTFS-3g?

    2. Re:One simple lesson for politicians by mi · · Score: 1

      Does that make the Federal Reserve like NTFS-3g?

      Federal Reserve, at least, is kinda-sorta independent. I had in mind Public Schools, USPS, insurance for old age, and now — Obamacare...

      --
      In Soviet Washington the swamp drains you.
  52. sell:shoes,handbags,T-shirt,Jeans,sunglass by coolforsale2009 · · Score: 0, Offtopic

    In order to meet the Thanksgiving holiday, this site hereby release Thanksgiving gift, that is, gift, our web site is http://www.coolforsale.com/ [coolforsale.com] [coolforsale.com] [coolforsale.com] nike air max jordan shoes, coach,gucci,lv,dg,ed hardy handbags, Polo/Ed Hardy/Lacoste/Ca/A&F ,T-shirt welcome new and old customers come to order.

  53. Computer Science has almost nothing to teach Econo by Russ+Nelson · · Score: 1

    Economics has nothing to do with math, nothing to do with games, nothing to do with money. Economics is the study of the choices that people make.

    --
    Don't piss off The Angry Economist
  54. PPAD What? by Anonymous Coward · · Score: 0

    This is a cool result, but it's not game changing until we gain a little more intuition about the PPAD complexity class.

    Sure PPAD is above P and below NP, but by how much? We know that if P=NP it all collapses, and from that we know that PPAD could be only P hard. My hunch is that PPAD is only a little more difficult than P.

    Sidenote: what's the article saying that since Nash Equilibria always exist it can't be NP complete? Aren't we guaranteed a solution to non-trivial TSP problems?

  55. there's always a missing variable... by Anonymous Coward · · Score: 0

    here's a fun one i ponder every once in a while:

    http://en.wikipedia.org/wiki/Pirate_game

    and basically asserts that everyone but the senior officer gets screwed in the end.

    the problem that seems missed is the continued motivation of all involved to the status quo; and a great many of them carry swords.

  56. all computers in the lifetime of the universe by viking80 · · Score: 1

    YADA (Yet Another Dumb Analogy): The power of all the computers in the world in the lifetime of the universe would not be able to calculate the outcome of this game.

    And wrong. Let's try this out:
    1. Enumerate all planets in the visible universe. (maybe 10^23) The entire universe may have 10^43 planets, but a sample space of 10^23 must be more than enough.
    2. Each planet is a computer. set up the game on planet 1, and let it play out.
    3. repeat for all planets.
    This should be very simple as you have a few billion years to set the game up on each planet, and the Stelliferous Era will last for 100 trillion years. If the proton decay theory is correct, you will have to finish your analysis within 10^38 years or so.

    That should be easy too, as it should give you time to solve the quantum mechanical equation for the entire planet just by using a 4.77MHz 8086 PC, even if it takes a billion years to make the floppy disks you need to store all the data.

    --
    don't cut it off www.mgmbill.org
  57. Re:Computer Science has almost nothing to teach Ec by Anonymous Coward · · Score: 0

    Economics has nothing to do with math, nothing to do with games, nothing to do with money. Economics is the study of the choices that people make.

    Spoken like someone without a degree in economics. Hell, most of my studies involved assumptions of "rational players."

    Economics studies allocation of finite resources. That means game theory, a lot of math, and money is one of the resources. The choices people make do factor into it, but there are other fields that concentrate on that far more than economics (for example, sociology).

  58. What everyone forgets is... by Dogbertius · · Score: 1

    In economics, the real world is ALWAYS a special case!

  59. Pareto principle describes economic equilibrium by scum-e-bag · · Score: 1

    The way to describe equilibrium in the macro-economic environment was done just over 100 years with the Pareto principle.

    --
    Does it go on forever?
  60. NP begat FNP by Machtyn · · Score: 1

    For those that know their Bible, did you happen to read that as NP begat FNP who begat TFNP , and TFNP begat PPAD ...

  61. Psychonomics by woolio · · Score: 3, Interesting

    But economics is not a zero-sum game. I give you $150 and you give me an hour of labor. We've both benefited by the trade.

    In all but the world's oldest profession, I'm inclined to disagree.

    Here's one:

    Person A runs a tavern. Person B (after a few beers) drives his car into that of Person A. Person B pays $150 to Person C to fix the scratches on Person A's car. Person C uses his $150 income at Person A's tavern.

    Who profited by the exchange of $150? Are all three people better off?

    Here's another: Person B drinks at Person A's bar. Person A runs a farm to grow barley. The farm uses water that slightly increases (~1%) water prices for 100k other persons. Are person A and B both economically better off for their trade? (Yes). Are persons A,B, and the 100k others all better off? (They might or might not all agree, but what if their generation's children do not!). Even more interestingly, the 1% cost will manifest as slight increases in other goods. Eventually someone will be holding the hot potato...

    In examples with larger populations, the zero-sum exists but is more blurry. Fundamentally, most economists seem to think that the optimal solution for a 2-person economy is optimal for an n-person economy. Well, logical induction doesn't work way! (The implication from "n" to "n+1" doesn't exist!) It is well known in Mathematics that optimizing a function with multiple variables not the same as finding the set of variables where each individually optimize the function.

    I'm not saying that there isn't value to distributing tasks across people that are specialized at them. I just don't buy the argument that economics is never a zero-sum game. I think in all but the most ideal circumstances, it is indeed zero-sum game. Often the case, the true cost is hidden in the form of time. If the costs do not happen at the same time as the benefits, people only see the benefits for a long time and then lament the cost later.

    I realize I may sound like the reincarnation of Marx. Well, I don't like Communism either.

    1. Re:Psychonomics by Alpha830RulZ · · Score: 2, Insightful

      I think in all but the most ideal circumstances, it is indeed zero-sum game.

      I think it should be palpably obvious that the obvious is true, from a simple examination of the world around you, and of history. If the economy (let's use the right term, economics is an area of study) of the world as a whole is a zero sum game, then wealth in the world could not consistently increase. And yet, for 100's of years, wealth has consistently increased, and has done so for virtually everyone in most economies. The common man in every significant economy of the world has generally enjoyed improved longevity, health, and material well being over his peer a hundred years ago (with the admitted exception of peoples that were conquered/colonized/displaced by foreign settlers). The major exceptions to this observation I think would be the inhabitants of countries where a non-market economy or non-functional market economy exists, such as North Korea and Somalia, or soviet russia, back in the day.

      It's a falsehood, in my view, to attribute this to simple extraction of the Earth's minerals and to posit that growth must stop because peak oil is upon us or ??? While past extractive industries certainly were the source of some fortunes (Rockefeller, Weyerhauser, for example), the majority of modern fortunes come from some value added activity that is not focused on simple extractions. Rupert Murdoch, Bill Gates, Larry Ellison all run mega businesses that have created wealth through organization of capital, people, and knowledge. I think it's a mistake to think that there is necessarily some end to the pattern we have seen repeated throughout modern history.

      That said, Shumpeter observed that improvements in efficiency due to any innovation suffers a declining return over time, so we could reasonably expect the current software and computer business paradigms to slow in their progress. But growth need not stall.

      --
      I was taught to respect my elders. The trouble is, it's getting harder and harder to find some.
    2. Re:Psychonomics by Estanislao+Mart�nez · · Score: 2, Insightful

      I'm not saying that there isn't value to distributing tasks across people that are specialized at them. I just don't buy the argument that economics is never a zero-sum game. I think in all but the most ideal circumstances, it is indeed zero-sum game. Often the case, the true cost is hidden in the form of time. If the costs do not happen at the same time as the benefits, people only see the benefits for a long time and then lament the cost later.

      Two points here:

      1. The claim that a given game is not zero-sum game doesn't entail that there are no outcomes where the sum is zero. It just means that there are outcomes where the sum is not zero. And it doesn't entail a positive sum--the sum can be negative.
      2. You do bring an important point, however, in the part of your comment where you argue that one generation's children might not agree that what their parents did was valuable. One of the problems with the argument that free markets produce optimal outcomes is that there is no guarantee that this "optimal" outcome is one that anybody actually wants. If your economy contains two people who want things that are attainable with the available resources but incompatible with each other, and they have equivalent resources, neither will be able to get what they want. You will hear people argue that this is the "optimal" outcome because it's the best that they can realistically hope for, but then when you're not pointing out this problem to them they'll gladly try to squelch criticism of market outcomes by claiming that the outcome is "optimal."
    3. Re:Psychonomics by TheMuon · · Score: 2, Insightful

      Labor

      This is the resource that you are missing in your equation. Combined with time, we have a vast amount of this resource to draw on. Wealth is never created from thin air though. We may think we have large amounts of virtual wealth, like credit, but its all worthless unless its backed by real wealth. If a person doesn't have a job to pay off their debt and doesn't have the physical wealth to cover the debt, a good bit of the stated value of that debt doesn't exist.

    4. Re:Psychonomics by Alex+Belits · · Score: 1

      The problem is, only Communists seen labor is an important and mandatory part of economy -- and agreeing in anything with Communists is still taboo in American society.

      This is why modern economist is in approximately the same situation as Christian fundamentalist studying Biology -- he has to perform all kinds of mental contortions to pretend that his opinions and ideas are consistent, and this, in turn, makes it impossible to do any useful work in his supposed area of expertise.

      Enjoy your fail until both religion and anti-Communism are out of fashion.

      --
      Contrary to the popular belief, there indeed is no God.
    5. Re:Psychonomics by Anonymous Coward · · Score: 0

      Something I believe you neglected in your scenario is comaprative and absolute advantage. I think everyone can agree that time has value. Person B COULD have spent 20 hours trying to fix Person A's car and done a terrible job. Or they could pay person C to do a better job in 2 hours. Further, productivity and efficiency gains will ALWAYS cause growth for the simple and logical reasaon that what 10 years ago took me 6 hours in a library now takes me 1 hour on my computer. If making widget A took 10 grams of steel a decade ago, and making Widget A today takes 8.5g, then there is a surplus of 1.5g that can be used to make something else, giving us an increase on economic output. Widget A as compared to Widget A and Widget B

    6. Re:Psychonomics by roman_mir · · Score: 1

      Person A buys a computer from person B. Person B is better off.

      Person A writes a computer program that automates a task, which normally takes someone 4 hours to do without that program. 10,000 people buy the program, person A is better off for making the money, 10,000 people are better off for saving 4 hours of their life every time they need that task done, untold number of people is better off because they have access to those extra 4 hours of time to those 10,000 people.

      Certainly computers take resources to build and to run, need those be subtracted from this equation, some of it probably does, but pretty much everyone in the line makes the money.

      At the end, if computers help this species to get off this planet, is the species better off for spreading in space? If some price needs to be paid to achieve that, and the price is partially monetary, partially ecological, is the goal worth the costs? Probably yes.

    7. Re:Psychonomics by Attila+Dimedici · · Score: 1

      Here's one:

      Person A runs a tavern. Person B (after a few beers) drives his car into that of Person A. Person B pays $150 to Person C to fix the scratches on Person A's car. Person C uses his $150 income at Person A's tavern.

      Who profited by the exchange of $150? Are all three people better off?

      The problem that you are referring to is what is called the "Broken Window Fallacy". The problem with your example is that it Person B did not receive anything in this economic exchange, except for "forgiveness" for damaging Person C's car. Person B and Person C would have been better off if Person B had never run into Person C's car.
      Your other analogy involving increased water prices is based on only one person drinking at Person A's bar, if instead of just one person drinks at person A's bar, 1,001 (or more) people each year drink at person A's bar, then value is increased (you are estimating that water prices increase by approximately 1% for 100,000 people, if greater than 1% of those 100,000 get value from the bar, than there is a greater than 1% increase in wealth to pay for that 1% increase in cost).

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    8. Re:Psychonomics by Leobardis · · Score: 1

      Here's one:

      Person A runs a tavern. Person B (after a few beers) drives his car into that of Person A. Person B pays $150 to Person C to fix the scratches on Person A's car. Person C uses his $150 income at Person A's tavern.

      Who profited by the exchange of $150? Are all three people better off?

      You sound like you are looking for an answer, so here you go: Person A is much better off than both Person B and Person C. Why? Person B lost the use of his car, lost $150 to pay for Person A's car, and has to pay for his own car. He is, however, smarter for his mistake. Person C is $150 (Converted into beer) richer, because without Person B's mistake, he would be $150 poorer. Person A is $150 (Person C's money) + New car richer. He benefits from everything. So yeah, there is more money in the system, because there is no telling what Person B would spend the $150 on (he could have left it in his mattress) unless he caused a problem. Easy question.

      Here's another: Person B drinks at Person A's bar. Person A runs a farm to grow barley. The farm uses water that slightly increases (~1%) water prices for 100k other persons. Are person A and B both economically better off for their trade? (Yes). Are persons A,B, and the 100k others all better off? (They might or might not all agree, but what if their generation's children do not!). Even more interestingly, the 1% cost will manifest as slight increases in other goods. Eventually someone will be holding the hot potato...

      This is a TERRIBLE example. Where do the 100k people drink? do they ALSO drink at the bar? do they use the barley in any other way? do some of those people WORK for Person A? It's tremendously unlikely that Person A can run a bar AND a farm AND brew his own beer without paying other people to help him. So yeah, that 1% increase in water price is likely funding the income for the entire population, as they benefit either directly or indirectly from the tavern, the farm, and the barely production.

      In examples with larger populations, the zero-sum exists but is more blurry.

      The problem right there is, in your mathematical mind, you are trying to simplify something that is not simple. We are not all Robinson Crusoe's, living in our own little macrocosm. Every aspect of your life (unless you truly live as a hermit) has implications on everyone else.

    9. Re:Psychonomics by Anonymous Coward · · Score: 0

      The hirer pays $150 for one hour of work. The worker does something. The net profit isn't just the $150 or the benefits accrued to the hirer. The something itself can also be said to have value. The greater the long-term value of the product as compared to the capital spent by the hirer and the time spent by the worker, the more efficient and beneficial the system. Obviously, it's a subjective matter. Ultimately, we can't beat back entropy (yet), but without managing that, we've increased the human carrying capacity of the planet severalfold. Is it sustainable? Beats me, but 500 years ago our best scientists wouldn't have said the planet could handle 6.6 billion human souls clustered in mega-cities containing tens of millions living in close proximity. At their level of technology, they would have been correct. Now, we're scratching our heads about trying for real colonization trips to the moon and Mars, and nobody's laughing at the idea that we could be there by the turn of the century.

      Zero-sum for very large values of zero indeed. =P

    10. Re:Psychonomics by moeinvt · · Score: 1

      Person 'A' did not willingly enter into a transaction which involved person B damaging his/her vehicle.

    11. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      I think it should be palpably obvious that the obvious is true, from a simple examination of the world around you, and of history. If the economy (let's use the right term, economics is an area of study) of the world as a whole is a zero sum game, then wealth in the world could not consistently increase.
       
      I would in fact argue that wealth in the world, as opposed to wealth utilized by a single species known as homo sapiens, has in fact been noticeably decreasing due to mismanagement by said species. That species THINKS that wealth is increasing merely because of increases in efficiency, NOT because of actual increases in wealth.

      If you define wealth as I do, as the number of atoms of usable elements available on the planet, then you'll quickly see what I mean.
       
      I don't think the two curves have met yet, however, except in a few minor circumstances.
       
      And as for your definition of mega businesses creating wealth through organization of people, capital, and knowledge, well, we've had a definition for that for quite some time now: fraud.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    12. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      I'd point out there's another group working in economics that sees labor as an important and mandatory part of the economy, but they're not American: The Vatican. Oddly enough, they've done so in a way totally opposed to both capitalism and communism, claiming that the individual earning money to do charity is the basic unit of the economy, rather than the state or the corporation, both of which, in the words of Pope Leo XIII, "The great mistake made in regard to the matter now under consideration is to take up with the notion that class is naturally hostile to class, and that the wealthy and the working men are intended by nature to live in mutual conflict."

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    13. Re:Psychonomics by Anonymous Coward · · Score: 0

      If you define wealth as I do, as the number of atoms of usable elements available on the planet, then you'll quickly see what I mean.

      Wow! It's a good thing no one but you uses such a stupid and useless definition.

    14. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      Why is that definition *either* stupid or useless?

      Do you have another way of defining the limit to "wealth of the world" that is different and still makes sense in a finite universe?

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    15. Re:Psychonomics by Anonymous Coward · · Score: 0

      Why is that definition *either* stupid or useless?

      Do you have another way of defining the limit to "wealth of the world" that is different and still makes sense in a finite universe?

      Why that definition is stupid: We already have a perfectly good word for an amount of matter. It's called "mass". It's pretty stupid to co-opt an existing word and replace its perfectly serviceable meaning with your own idiosyncratic and confused definition.

      Why that definition is useless: Once you've managed to hijack an already defined word, if you are the only person using that definition, you've given up on using language for its intended purpose: conveying meaning. It is, very simply, useless.

      I hope that helps with your confusion.

    16. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      Why that definition is stupid: We already have a perfectly good word for an amount of matter. It's called "mass". It's pretty stupid to co-opt an existing word and replace its perfectly serviceable meaning with your own idiosyncratic and confused definition.
       
      Mass, however, is not discrete, which is the entire point of my argument.
       
        Why that definition is useless: Once you've managed to hijack an already defined word, if you are the only person using that definition, you've given up on using language for its intended purpose: conveying meaning. It is, very simply, useless.
       
      You've made a pretty bad assumption there- that mass is my meaning, rather than discrete, macro-level units. Mass has properties that go way beyond the level of the atom; without adding meaning.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    17. Re:Psychonomics by Anonymous Coward · · Score: 0

      Of course your first scenario won't make people better off. It's a classic description of the broken window fallacy. The exchange was made not because of the individuals' preferences, but because damage had been done to their property. This necessitated their moving back to their previous world state, which required an expenditure of resources. But this is not what the GP meant by a voluntary trade: this trade was incited by the destruction of property.

      Your second scenario conflates a change in the price of a good with the price of a good. It is tautological that whoever buys water gets more benefit out of the water than they do out of the money they pay for it, whatever the price of water. The point of the price here is to signal to many heterogeneous individuals whether a good is worth consuming or producing. It's a feedback mechanism signaling the state of the world. This is why we can say that voluntary exchanges are unconditionally beneficial (barring externalities like pollution): a change in price does not hurt anyone; it simply signals that other people might want some good more. Of course, this does fall apart to some extent when individuals have different incomes, but assuming the distribution of wealth is not too disparate, it's a reasonable assumption to make.

      Even if a given voluntary trade did make more people worse off than better off, we would have no way to tell, since there is no way to objectively, quantitatively measure a person's subjective benefit. We can only infer that a given trade benefits an individual if they make it, and that it does not benefit an individual if they do not make it.

      You underestimate the mathematical acumen of economists. Yes, the simplest economic models have only two actors, but there are models that involve arbitrarily many actors.

      Economics is really only a zero-sum game in the same sense that the universe is a zero-sum game. Sure, there's the whole heat-death of the universe thing, so ultimately it's limited, but for any relevant timespan, it's not a zero-sum game.

    18. Re:Psychonomics by Anonymous Coward · · Score: 0

      Mass, however, is not discrete, which is the entire point of my argument.

      It wasn't, at least not in the "argument" you presented. But that's OK. Feel free. But at this point, it won't fly.

      You've made a pretty bad assumption there- that mass is my meaning, rather than discrete, macro-level units. Mass has properties that go way beyond the level of the atom; without adding meaning.

      If you are going to just ignore the reason I presented as to why your definition is useless, it's probably best just to not say anything at all. All you've done is show that your reading comprehension is just as lacking as your communication skills.

    19. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      If you are going to just ignore the reason I presented as to why your definition is useless, it's probably best just to not say anything at all. All you've done is show that your reading comprehension is just as lacking as your communication skills.
       
      This thread is about economics, not communications skills. If you care so much, go ahead and start a new thread on how slashdot and blogs do not encourage good writing habits (hint, it's been done to death and nobody cares).

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    20. Re:Psychonomics by Anonymous Coward · · Score: 0

      What the fuck are you talking about? Have you ever taken an econ class? There isn't an economist, dead or alive, that doesn't agree that labor is a key part of the production function. Capital doesn't deploy itself.

      If you are referring to Marx's labor theory of value, I'm not aware of anyone who seriously touts that prattle anymore. You can simply look at software, again, to casually disprove his theory. A labor theory of value would have two pieces of software being worth the same if they took the same effort to produce, regardless of whether the both worked, had bugs, solved some meaningful problem, etc.

      You really ought to study the subject before you attempt to dis it. I think you'd find it a bit more internally consistent than you think. I suspect that if you're a thinking person, you'd find it pretty illuminating - economics is really about how people behave in situations of scarcity, and is indispensible, IMHO, in understanding politics and optimal public policy. The majority of the subject is non-normative stuff which is really inarguable, such as how people behave as prices of goods change, and what money really represents.

      Your analogy is pretty ignorant and spiteful. I hope for your sake you'll do some reading on the subject.

    21. Re:Psychonomics by Anonymous Coward · · Score: 0

      This thread is about economics, not communications skills.

      True. It is unfortunate that your complete inability to form a coherent argument has rendered any attempt on your part to contribute meaningfully to the thread no more on-topic than the mindless babbling of an infant. Your economic illiteracy, combined with your total blindness to this all too obvious fact, has rendered your "contribution" utterly and completely irrelevant.

    22. Re:Psychonomics by Alex+Belits · · Score: 1

      No. Catholic church sees value in SUFFERING, producing something useful is at best a side effect for them.

      --
      Contrary to the popular belief, there indeed is no God.
    23. Re:Psychonomics by Alex+Belits · · Score: 1

      If you are referring to Marx's labor theory of value, I'm not aware of anyone who seriously touts that prattle anymore.

      This is precisely what I am talking about. American economists act as if they somehow found an alternative way of looking at labor.

      You can simply look at software, again, to casually disprove his theory. A labor theory of value would have two pieces of software being worth the same if they took the same effort to produce, regardless of whether the both worked, had bugs, solved some meaningful problem, etc.

      Actually I am a software developer, and I see nothing in software development that contradicts that theory. Labor is not the same as time spent working or amount of suffering felt over the course of it (see my remark about Catholic church above). If someone's labor is deficient, it produces less value and therefore constitutes less amount of labor. It's that simple.

      --
      Contrary to the popular belief, there indeed is no God.
    24. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      Read Rerum Novarum again, this time from the perspective of the working man.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
    25. Re:Psychonomics by Alex+Belits · · Score: 1

      From that perspective it can be summarized as "We commend you for your suffering, however we are asking your oppressors to sin less because they are not as saved as you are". Or, more objectively, church fulfilling its function of placating the masses without actually giving anything useful to anyone.

      --
      Contrary to the popular belief, there indeed is no God.
    26. Re:Psychonomics by Marxist+Hacker+42 · · Score: 1

      Depends on whether or not the oppressors take the bait, doesn't it? Rerum Novarum, and it's descendants, do paint a picture of an alternative economic system based on subsidarity and solidarity rather than efficiency. One that can free even the common worker in this country from debt slavery, if followed properly, for it does not separate the classes.

      There have been some minor experiments towards this: the Mondragon Corporation in Spain, certain retreat centers and monasteries that have become self-sufficient, even a few non-Christian countries that put happiness above profitability. Knights of Columbus, here in America, have built a AAA rated insurance/investment company that didn't lose a dime last year- by following these values and by putting human life above profitability.

      But all it takes is land and labor, to turn that perspective from doing nothing, to doing something. Something minor perhaps- like a worker-owned cooperative or a retreat house- but still something.

      --
      SJW: a person who perceives an injustice, and while correcting it, commits a greater injustice.
  62. The importance of the find by Anonymous Coward · · Score: 0

    Everyone needs to realize that the important point to make is that this is find is based on a non-deterministic principle.

    The idea of this simply assumes if a computer can make every possible guess simultaneously until it arrives at an accepted solution.

    Proving that this economics theory is related to this idea means that the day we are able to invent a non-deterministic machine(quantum computers) the day this problem will be able to be solved with polynomial time complexity.

    The polynomial time complexity generally comes from the verification procedure that is inherent in all non-deterministic algorithms.

    So in the grand scheme of things, this is an amazing find for two reasons.

    1. It means that when we can make a non-deterministic machine that this problem can be solved efficiently.

    2. This is an amazing find because this lies in the domain of economics, the fact that a computer science person was able to relate this problem to an NP problem through transformation is amazing in itself.

  63. Didn't they already prove... by Eskarel · · Score: 1
    that game theory doesn't work.

    I remember a few years back some economists doing a study where they gave one person $10 and they could any amount to another person and if they accepted it they both got to keep the cash.

    I seem to recall all the game theorists being shocked that their predicted ideal result(guy 1 gives $1 to guy 2 who accepts the $1 because $1 is better than nothing) didn't happen.

    People are not rational, at least not for any value of rational that any economist has ever managed to define.

    1. Re:Didn't they already prove... by justinlee37 · · Score: 3, Interesting

      Just because it can't make perfect predictions all of the time doesn't mean that it is useless. You're right, people aren't rational and random chance plays into most things. If you ever take an Econometrics class, you'll learn that predictive Econometric equations always include a random error variable.

      Furthermore, in your example, I don't think that showing that people don't take the most selfish path is a "useless" finding. What they did was generate data about how people usually behave. Concepts from Psychology such as empathy and the norm of reciprocity may help to explain this behavior (and the data is capable of reinforcing these theories). The data can be used to predict how people will behave in the future. THAT is invaluable.

      Despite what you say, game theory is very intriguing and Econometrics is incredibly useful. You just have to be aware of the limitations, and know how to use the tools in your toolbox effectively.

    2. Re:Didn't they already prove... by Eskarel · · Score: 1

      I didn't say that economics didn't work, I didn't say that this data wasn't useful. My comment was specific to Game theory.

      TFA was about predicting the Nash equilibrium, which is a relatively pointless exercise since it can't be achieved even if you knew what it was because people are not rational.

      The original study wasn't just about empathy either, some people did the $9 $1 split, but most of the people they did it to refused to screw them over for being greedy.

      You can make perfectly valid economic predictions. You just can't ever make them based on the idea that people will act rationally(in an economic context) because in nearly every case where it's actually important they don't.

  64. Open Source by jandersen · · Score: 2, Interesting

    Well, one thing they could learn from open source is that it can be rewarding to forgo profits altogether. Now that WOULD be a revolution.

    1. Re:Open Source by diamondmagic · · Score: 1

      Profits don't have to be monetary. Even if I fork over $30 for gas, I am profiting, because I decided so: I benefit more from the gas than I do holding the $30 and an empty tank (granted, I may not be very happy, but I profit none the less). People contribute to FOSS for the same reason they donate to charity, because they get personal satisfaction or benefits from it. Profit is by definition part of voluntary exchange, go read about it.

  65. Mod down (jeez!) Re:Hayek by Anonymous Coward · · Score: 0

    Ok so first you fail at reading for comprehension, then you admit you did it on purpose, then you pretend that admitting a failure of reading comprehension is the correct thing to do in this case by flaunting the failure three times.

    Then at least four people mod you up!

    Don't ever use the word "stupid" again, you have no idea what it means.

    1. Re:Mod down (jeez!) Re:Hayek by Anonymous Coward · · Score: 0

      He proved you wrong because you linked to something profoundly stupid. Either admit you are wrong, or move on and stay delusional. There is no reason to criticize others for being right.

    2. Re:Mod down (jeez!) Re:Hayek by khallow · · Score: 1

      Don't ever use the word "stupid" again, you have no idea what it means.

      Follow your own advice. I can't imagine who would think your post was anything but a bad case of stupid. Personally, I think people are getting tired of pompous von Mises quoting. If you don't follow the original premises (the "self-evident" axioms that aren't self-evident), then the rest is a waste.

  66. Re:Computer Science has almost nothing to teach Ec by justinlee37 · · Score: 1

    Obviously you didn't get very far in your studies of economics. I guess calculus and multivariate linear regression isn't math?

  67. Chaotic Dynamics in Game Theory by herwin · · Score: 1

    I tried to solve this problem using approximation techniques and found it failed to converge and instead showed chaotic dynamics. Genetic algorithm techniques did converge, but not to a global solution. The paper was published about 15 years ago in a collection of social systems modelling studies.

    Nasty problem...

  68. Creating value - super simple example by PMBjornerud · · Score: 3, Insightful

    Value can only be created by consuming resources. Whether that resource is energy, or some natural resource such as coal or iron, or human labor, etc, there is only a finite amount of that resource.

    Wrong.

    Simplified example: Let us assume you require 2 tons of rock to build a home. Then somebody teach you to build a better home from 1 ton of rock.

    Now you have 1 spare ton of rock and a better home. Obviously, we have created value.

    Economics is not about measuring the total amount of resources on earth. In the end, it is about efficiency, trading work and resources to always make more efficient use of resources.

    Improved efficiency = Satisfying needs of more people with the same amount of resources = value.

    --
    I lost my sig.
    1. Re:Creating value - super simple example by Anonymous Coward · · Score: 0

      You still managed to use up 1 ton of rocks. And now you have only one ton left over. So you build another house, yay more value!

      And now what? No more rocks. How will you make more value? How are you going to grow? You've exhausted your resources, and it all stops there.

      But, you might say, I can buy new rocks! Sure you can. Until supply lasts.

      Subsitute oil for rocks in the above and you will quickly see that as supplies get thin you will pay ever increasing prices. Is that growth? Is that more value? Or is it simply inflation and devaluation of your current money value?

      Value comes from turning raw resources into something more refined and selling the product. If there are no more cheap resources the whole Ponzi scheme collapses. And guess what, it just did. The resources that ran out where credit, consumer trust in banks and belief in the monetary system.

      It will be quite some time until those resources are at a workable level, if they ever will return to that level.

    2. Re:Creating value - super simple example by Anonymous Coward · · Score: 0

      Value can only be created by consuming resources. Whether that resource is energy, or some natural resource such as coal or iron, or human labor, etc, there is only a finite amount of that resource.

      Wrong.

      Simplified example: Let us assume you require 2 tons of rock to build a home. Then somebody teach you to build a better home from 1 ton of rock.

      Now you have 1 spare ton of rock and a better home. Obviously, we have created value.

      Economics is not about measuring the total amount of resources on earth. In the end, it is about efficiency, trading work and resources to always make more efficient use of resources.

      Improved efficiency = Satisfying needs of more people with the same amount of resources = value.

      Sure, from 2 to 1 ton of rock is perhaps believable. But "ever growing" model of today economics the blind believe that you can one day build a house from only one rock.

      You can not always improve efficiency, normal business practices usually tend to lowering the QUALITY of the product to "improve value", Use cheaper materials, use cheaper labor, etc..

    3. Re:Creating value - super simple example by Anonymous Coward · · Score: 0

      I don't really understand your counter example.

      Someone had to research how to build a better rock home and like most improvements in efficiency, the person dedicated his life to understanding the problem at hand.

      You state that :
      2 tons rock home = 1 ton rock home + value

      Where as I see it as:
      2 ton rock home = 1 ton rock home + the labor of teaching all construction workers new techniques + the cost of supporting a researcher in the field+value.

      If you agree with my assertion then you would have to agree with the above poster that Value can only be created by consuming resources ie the labor involved in both discovering and teaching this new technique.

  69. Parable of the broken window by mahadiga · · Score: 1

    Economists and Mathematicians have always ignored Social Mobility and Unintended Consequences in their theorems.

    --
    I'd like to buy homeland for our 10 million people. http://twitter.com/mahadiga
  70. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    The biggest problem we face is post-scarcity technologies of abundance wielded by scarcity-obsessed people

    I disagree. I think a bigger problem are abundance obsessed people who choose to remain ignorant of the obstacles to actually implementing theoretically possible technologies: cost, time, and social/political inertia. Just because we know how to replace unskilled labor with machines and oil with nukes doesn't mean we can retool the infrastructure overnight nor convince investors to fund a rapid cutover.

    Even though futurists like you dislike thinking about nitty-gritty details, especially economics and politics, that doesn't change the fact that they are real constraints on the feasibility of your plans, and if you ignore them your plans are just as sure to fail as if you were to ignore friction or entropy.

    Don't get me wrong, I'm no luddite. I'm in the same singularity fan club as you are. I'm just frustrated that so many of us waste time on mental masturbation of "what if people were rational and had the same techie goals I do" instead of working on the hard problem of how to insure that our future doesn't get cut short by some stupid mundane problem like petroleum depletion pushing us back into the 1800's.

  71. people adapt... by Anonymous Coward · · Score: 0

    Hi,

    I am a professionnal poker player, and the first thing I learned was you had to adapt to your opponents game.
    Most poker situations depend on who is facing you, sometimes raising with 72 or folding Kings is a good idea.

    Now there are a lot of technical skills involved in poker, but like in economics, when you find a model that works, it gets obselete pretty fast.
    For example if I see my opponent is weak and raise him with 72, I will do this with pretty much any hand. But unless he is a total moron, he will start changing his game and play his hands stronger, and the speed at which he adapats depends on the player he is.

    In chess, for example, you can usually evaluate a move in terms of position gain and this move will ALWAYS have the same evaluation regardless of which evaluation you use. In poker or economics, there is no certainty.

    I really do not consider this "discovery" to be one.
    Computer science often proves what we already know but just haven't proven yet, and it will be centuries before we build a computer better than the human mind.

  72. WoW! by hesaigo999ca · · Score: 2, Funny

    I would love to see how this might be able to harness me some more gold while farming on WoW!

  73. Re:Misses the post-scarcity point; digital abundan by Krannert+IT · · Score: 1

    While I think your post was quite interesting (great references, they were interesting to read), I think you are missing a key concept of economics... All resources are scarce, therefore there is no such thing as "post scarcity." I also think you have missed the point that economics is not as much about predicting a market as it is about predicting human behavior in a market. While people are very unpredicible, often making poor decisions, most economists would blame this on an imbalance of information in the system. I had a very hard time understing how economists believe that people make rational decisions when there is so much evidence to the contrary, but in general they do make the best decisions they can with the information at hand, their individual level of understanding, and their own self interests at heart. Yes, many resources have become cheap and abundant but even the air we rely on to sustain us is scarce. The EPA was formed in part to help protect our air and water resources by adding regulations and creating penalties for non-compliance thus adding a "cost" to the air we breathe. In the digital age we tend to forget that we must give up something in order to take advantage of something else, we must pay to have Internet access (instead of buying a few extra six-packs of beer), we must take our limited time in order to surf the Internet and post on Slashdot. Name a resource and I can demonstrate its scarcity. There will never be such a thing as a "post scarcity" world, even hydrogen is scarce as there is only so much of it in the universe. I would go as far as to believe that as time goes on resources will become even more scarce (in general). Technology allows us to make some resources obsolete but generally puts an emphasis on new resources. I think humans will forever be chasing the ball of unlimited resources. The theory that fusion has the potential to provide free unlimited power is faulty, containing such a powerful source of energy will definately cost more than just the "free" energy of the system, someone will have to monitor the system to ensure it is safe, if that entity monitoring the system is a robot, it will have taken up other resources which could have been used elsewhere. There will be a cost, albeit lower than current costs. I think we would both agree that traditional economic models do not predict human behavior all that well, but they do have some value when applied in context.

  74. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    There is no doubt some truth to what you say, but why make this personal? Can you talk about ideas without attacking a person and making lots of assumptions about them (which may well be wrong)? We might see a lot more progress if people could talk about ideas more.

    Please plot the current exponential growth of renewable energy for wind and solar and you will see that, just following current exponential trends, in twenty to thirty years, almost all our energy will come from renewables like wind and solar. Peak Oil, in that sense, is a non-issue. It may be true we are going through a peak for ground-extracted oil, but we did that for whale-extracted oil, too. The stone age did not end because we ran out of stones, and the oil age will not end because we run out of oil.

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  75. Economics by gsgiles · · Score: 0

    The long history of failure in econometrics is because it is predicated on a bad axiom that of continuous functions. Human desire and human action vary in all human beings all the time which cannot be quantified. A better approach is to use graph theory, lattice theory, and functional integration to find bounds on inequalitites from which trends can be observed. The future is always opaque! Economics is the 'science' with the worst results, it really should not be called a hard science but a social science. No other discipline fails as often, or has as many bad results as economics/econometrics. This result is from an arrogant post doc who has yet to learn how little he knows. "An educated man knows how little he knows." ~Marquis De Laplace

  76. Anyone remember derivatives trading? by drainbramage · · Score: 1

    Oh golly, new math making me a derivatives trading expert!
    What could possibly go wrong?
    Well, if something does go wrong I'll be too big to fail.

    --
    No brain, no pain.
  77. WOW by DarthVain · · Score: 2, Interesting

    That is what the World of Warcraft should do:

    A) Allow players to go into debt
    B) Allow players to have credit
    C) Create things like derivatives that players can trade around.

    Would be interesting to see what happens and how they manage it. They could also try to have one AH across all the servers (likely technically problematic). They all ready have the numbers for a pretty grand experimental in virtual economics, the closer they model reality, the more interesting it would be to see how things react.

    1. Re:WOW by blueg3 · · Score: 2, Interesting

      WoW players have all the tools necessary to do this now, except one -- there are no effective tools to enforce player-created rules. You of course can't do anything to the players themselves, and there's almost nothing you can do to the characters. As such, people will simply borrow money and not pay it back. In the real world, this is fixable (though ugly).

  78. Is cross-over surprising? by Anonymous Coward · · Score: 0

    Is cross-over between computer science and anything really surprising. Remember that computer science is math, albeit usually with a heavy bent towards practical application. If you study pure theoretical computer science, you are studying pure theoretical mathematics. Is it surprising when physicists use math in a new way? So, why be surprised if computer science is used in a new way?

  79. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    I'm sure a lot of economists would agree with you. And, like you try to do, one may paint some extreme picture (like running out of hydrogen in the universe). But, compared to that happening to a universe-spanning species in some far distant future, the human race has no real resource limits of any significance. Hovewer, there are many *artificial* scarcities that have been created, from a shortage of doctors (carefully controlled med school cartels), to a shortage of copyrights (law), to a shortage of renewable energy (subsidies to nuclear energy and fossil fuels instead), to a shortage of creative people (compulsory schools dumbing people down, like John Taylor Gatto says).

    But healthy human beings have limited demands for things, because the best things in life are free or cheap. If you accept that premise, economics begins to fall apart. What you describe, with humans forever chasing unlimited resources, and essentially willing to sacrifice happiness for unlimited material wants, will someday be seen as mental illness, even if it is celebrated in current US culture as "rationality".

    Julian Simon shows how prices go down over time for most things, especially in a well functioning market. Aluminum used to cost more than platinum hundreds of years ago; now we throw it away. If you accept that premise, along with the idea that realistic demand grows more slowly than exponential technological capacity, then economics also begins to fall apart.

    The FSF site has writings by Alfie Kohn that "reward is no motivator". Even if you assume a need to ration, the economic idea of linking rationing to individual productivity also falls apart.

    This shows a robot with high speed hand-eye coordination. This means most human labor will soon be worth very little:
    http://www.hizook.com/blog/2009/08/03/high-speed-robot-hand-demonstrates-dexterity-and-skillful-manipulation
    If you accept what that video is telling you, economics begins to fall apart.

    On a practical basis, once we have a lot of abundance, the need to ration any of the basics people now argue over (food, shelter, health care, information, energy) on a personal basis goes away. It would be like charging for sunlight on a sunny day. That does happen in a sense in city apartments. But there are other dynamics that affect that as well. Like, if people had a basic income, they could afford to live in the country and have more say over their lives. Or if laws were different about land ownership, cities might be build differently, perhaps more lowrise like Philadelphia and older cities in Europe.

    Now, you raise a good point on selling back to people clean air and clean water after others have polluted it. But, that is an issue of managing anti-social behavior IMHO.

    Besides, what do we really know about the nature of the universe and what is possible in a million years? What we do know is that we live in a solar system with enough material to make the surface area of millions of Earths. And that is just one solar system of millions in our galaxy.

    So, energy is getting less scarce. Go show me how energy is getting scarce, if you want an example to talk about. The Earth receives thousands of times more solar energy that our civilization uses, to begin with. The Sun itself puts out millions of times more than that. Readily available oil may be getting scarce, but, as a consequence, prices rise and people adapt and create new energy sources.

    But, that bet has already been done. The economist taking the side you suggest you want to be on lost:
    http://en.wikipedia.org/wiki/Simon-Ehrlich_wager

    Sure, in theory, in thousands of years, and exponentially expanding civilization might encounter resource limits, but we are nowhere near that. In fact, within all industrialized countries, birthrates of established families are falli

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  80. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    You're right, my tone was too strident. Just heard this post-scarcity sillyness too often. I actually agree with you about solar and wind except I insert "I really really hope" before "almost all our energy will come from renewables".

    To prove to yourself that technological adaptations don't always come fast enough to bail us out, imagine that for some reason oil jumps to $500/barrel tomorrow (terrorist attacks on refineries, all-out nuclear war in the Middle East, etc). Will there be enough time for everyone to switch over from gasoline fuel and feedstocks? Hell no. There is some irreducible period of time needed to upgrade the electric grid, build wind/solar/nuke installations, and reorganize our entire manufacturing and goods distribution network. During that period we will have riots, blackouts, unemployment, and food shortages. If the crisis lasts long enough, the infrastructure (what's left of it) will eventually be almost entirely independent of oil, partly because we have retooled to renewable energy and partly because we have retooled to the now cheap and abundant human/animal labor, giving up on energy-intensive technologies (automation and mass production in general, including the manufacture of wind turbines and especially solar panels). I don't know how to predict the percentage contribution of these two causes of reduced demand for oil, but I want to know, because that is the difference between a technotopia and a dark age.

    Trends are funny things-- they find unexpected ways to develop. Especially if we mechanically follow them without understanding why they appear exponential. If past performance was a guaranteed predictor of future outcomes, nobody would ever lose money on the stock market.

    I guess I'm just not content to sit back and let The Market and R&D work their magic. I need to understand what the actual likelihood is that we will win our race against Malthus yet again. Until I do, I must put some of my effort into preparing for and mitigating the effects of the most likely civilizational risks (and thus making a small contribution to that very race).

    PS: In the long run, things don't look good for exponential growth of any sort. You might want to read this post by Robin Hanson: http://www.overcomingbias.com/2009/09/limits-to-growth.html. He is the last guy you'd expect to take Malthus seriously, but apparently Robin's intellectual integrity and ability to do the math has dragged him kicking and screaming to this repugnant conclusion. Not that I'm saying technotopia is not a worthy goal-- it's the only worthy goal, but we should go into it with our eyes open to the fact that the odds are stacked against us and we don't necesserily have a lot of time.

  81. Uh, you're looking at this the wrong way... by Anonymous Coward · · Score: 0

    In this case, "solve poker --> solve the economy" also implies "solve the economy --> solve poker".
    Every time this sort of thing pops up in mathematics, computer science, or economics, people look at it exactly the wrong way.
    The situation reminds me of AI and all that work done on chess -- in the end, chess turns out to be much harder than anyone previously thought.
    This news isn't telling us that the analyzing the economy is any easier. It is telling us that poker is a heck of a lot tougher to analyze than anyone thought. Well, that is anyone who hasn't had the joy of losing 5 grand in 3 hours to a bunch of cigar smoking, misogynistic neo-neanderthals all because he thought he had an unbeatable system...

  82. Re:Misses the post-scarcity point; digital abundan by 2obvious4u · · Score: 1

    I was with you till you started to ramble about the "death of conservative economics". What you fail to realize is that we don't live in a post-scarcity world. We live in a dual economy. We have parts of the economy that are post-scarcity and parts that are very scarce. Energy, technology, bits, are all post-scarcity. Water, food, land, Megan Fox are all scarce resources. The problem is that people are so used to the scarce economy that they don't know how to deal with the new post-scarce resources. They treat the post-scarce resources just like the scarce one and try to limit the distribution of those resources. To say that conservative economics is dead is a gross overstatement.

  83. Erm by Anonymous Coward · · Score: 0

    Sorry, but economists have been using game theory for years and years. Don't try to make it seem like they are ignorant of these techniques or can't understand the ramifications of these discoveries.

  84. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    Oh, and incidentally, it's the free market economists (except Robin Hanson apparently) that believe infinite growth is sustainable.

  85. Re:Misses the post-scarcity point; digital abundan by Krannert+IT · · Score: 1

    There are two underlying principles to economic theory (in their simplest forms): 1) All resources are scarce. 2) People are greedy.

    One could argue about the merits of these three underlying principles but I have yet to ever see an example of a human society where these principles break down.

    I would agree that with almost any given resource technological advances have led to a decline in real costs for such resources. There are examples to the contrary such as our recent facination with protecting the environment (While not really a tree hugger I am an avid backpacker and fisherman and em enthusiastic about protecting the enviroment). Now the environment costs us much more than it did 100 years ago. Just because the cost goes down, or there is an overabundance does not make a resource free. The perfect example is with energy. The sun does provide Earth with more power than humans really ever anticipate using as we would probably run out of food production capacity before power if we covered the earth with PV cells. With that said there is a cost to harness that energy. If there is a cost the resource is scarce.

    Again with the air we breathe there is a cost. Yes, if we didn't tamper with the environment we would have an overabundance of clean air. But not tampering with the enviorment is the cost of clean air. That means giving something up. When economists speak about scarcity it is in this context. One must give something up in order to get something else.

    Scaricity in itself doesn't prop up the elite, that is what every human culture has done since the advent of civilization. Look at communist sociecieties, they have an eleite class jsut like a capitalist society.

    Services are just as much a resource as a tangible item. People place a value on any given service. Don't most slashdot readers value their internet connection which relies on a vast array of service technicians which produce no tangible product but provide us with something we want?

    I have never indicated that I actually agree with how society is organized, but it seems that human nature has set us on this path. It may not be the best theoretical way but economics is not an attempt to recreate society based on rules that defy our nature... Economics is about predict human behavior based on emperical evidence.

  86. Trust me, the problem is not quantum foam. by xtrafe · · Score: 1

    You could also say LTCM blew up because some guys from Goldman downloaded their tradebook, called their buddies, and everybody traded against it until the fund imploded. See this book.

    Or you could say that by using Black-Scholes on historical data that one is incorporating the possibility of a given position being attacked. You'd be wrong if you did, though, because Black-Scholes assumes a Wiener process, which is in turn based on the normal distribution. This means it ab-initio excludes runaway processes like the market turning on you.

    The problem is that most models extrapolate future price as a function of current price and history, when in reality prices are a function of current price and expected future price in the market. Expected future price is difficult for academics to get a handle on, so instead they make models on tractable subjects that have nothing to do with reality... then everybody acts surprised when reality doesn't behave according to the model.

    When you take economics classes, you hear that if you behave well, in the next life you'll become a physicist, but if you behave badly, you'll be reborn a sociologist. Problem is, markets _are_ a sociological construct. But I guess I should be a little more to the point: All of this game theory crap, along with CAPM, APT, GARCH, DDM, etc is just a bunch of ivory tower bullshit.

    1. Re:Trust me, the problem is not quantum foam. by ShakaUVM · · Score: 1

      >>All of this game theory crap, along with CAPM, APT, GARCH, DDM, etc is just a bunch of ivory tower bullshit.

      Well put. Especially since a lot of smart people make money off of figuring out how the market is going to move before you do, making the process inherently chaotic.

  87. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    The USA has centuries worth of coal. Nazi Germany almost took over the world using coal to make liquid synthetic fuels using 1940s technology. The US population is 300 million about. There are tens of millions of people unemployed and underemployed. We could switch entirely to coal in a year or two if we really wanted too. That would be terrible for the environment, and public health (mercury pollution etc.) but we surely could do this.

    As for the long term, we could probably even evacuate the entire planet in a couple decades or so if as as species we were willing to accept about 10% of the population dying from rocket explosions and stuff. Some rough ideas on how to do that, basically by launching seeds for self-replicating habitats and then using rocket with fuel produced by coal:
    http://listcultures.org/pipermail/p2presearch_listcultures.org/2009-August/004029.html
    http://listcultures.org/pipermail/p2presearch_listcultures.org/2009-August/004037.html
    """
    So, seven billion people soon, minus a few doomsters, times US$100K per person, is US$700 trillion. The world GDP is about US$60 trillion, so, in round numbers, this is about ten years of world economic output to put everyone into space. ...
    Now, would I suggest we do this? No. Would there be obstacles and so on? Yes. Would most of humanity go along with this? Probably not, as many people have an attachment to the land of their birth. Would lots of people die of heart attacks on the way up? Probably. Would plenty of stuff go wrong and hundreds of millions of people die (10%? 20%? 90%? 99%?) if this sort of thing got rushed, like entire habitats and space ships blowing up for stupid reasons, or there being unforeseen cancer hazards, or there being malicious computer viruses destroying life support systems, and so on? Almost certainly.
    Would the money be better spent fixing up the Earth first, just from an ethical perspective? Surely -- maybe the last thing we want is a solar system filled up with the same kind of people who could not make a good thing work out on Earth when they had it easily within their technical grasp. As I say, the best reason to go into space is because we are happy down on Earth and think it might be fun to have cities in space too. And as above, I am guessing we could support more than ten times our current population in urbanized seasteads.
    My point is not that we *should* do any of this evacuation into space, but that we *could*. It is to suggest that, with a little imagination based on existing research studies done by NASA (and then buried), the numbers
    actually work out (with some handwaving. :-) So, a total evacuation of the Earth for space could be plausibly done within the lifetime of probably anybody on this list (even though you might have to go on a starvation diet for many months, and you'd need to leave everything behind except your underwear to cut launch costs. :-)
    So, the implication, if such a thing is within our plausible grasp, is that there is cause for hope. It is to suggest that everything people are going on about in current politics, how we need to spend all that money for our "protection", or how we are running out of oil or iron or whatever (anything except helium that nobody talks about), it's all just all scaremongering from a technical perspective (even if the social issues of inequity or change are real, and I'm all for addressing them).
    So, with that as a background possibility, that within thirty years almost every middle-aged or younger human being alive today could be living in space in relative luxury, I just don't see the point for the gloom and doom about running out of oil, global climate change, etc..

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  88. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    You're right, it is a good idea to separate those things, digital from physical right now.

    I'd go a step further and suggest a big problem these days is that people lump under "capital" both imaginary fiat dollars (ration units) and physical things like cement plants. As suggested by another poster, if we want a new cement plant, it takes time to build one. But an endless supply of fiat dollars can be created by the stroke of a pen in Congress. Digitally, there is so much capacity now relative to basic needs like surfing the web that, compared to when one hand to spend a lot of money to buy a few IBM mainframe computing cycles, most computer and network access costs now are too cheap to matter much.

    But, still, for a post-scarcity future, consider the resources you mentioned.

    * Water. We have oceans full of it. With enough energy (like from wind and solar), it is easy to desalinate it. There are desalinization breakthroughs mentioned on slashdot quite frequently.

    * Food. The USA alone can produce enough food to feed something like three billion people. Unfortunately, much of it goes to animal feed:
    "The Truth About Land Use in the United States"
    http://www.westernwatersheds.org/watmess/watmess_2002/2002html_summer/article6.htm
    We've plenty of food for a mostly vegetarian diet for a much bigger population than we have now. And that's even without effectively farming the oceans or people moving off-planet to space habitats.

    * Land. See the above link on how much land there is in the USA. We can also build seasteads. And eventually we'll be building space habitats. We can build thousands, even millions, of Earths worth of surface area for materials in the solar system, like Princeton Physicist Gerard K. O'Neill showed how to do.

    * Megan Fox. Sure, human relationships will always have a scarcity aspect. Still, digitally there is a vast quantity of Megan Fox around:
    http://images.google.com/images?hl=en&q=Megan+Fox&btnG=Search+images
    We'll no doubt see virtual actors soon -- there are already all sorts of interactive games with virtual people. And look where this sort of robotic technology is going:
    http://www.technovelgy.com/ct/Science-Fiction-News.asp?NewsNum=2188
    http://www.guardian.co.uk/technology/blog/2008/dec/14/aiko-fembot-robot
    Also, no doubt there are millions of women who look a lot like Megan Fox, or act like her. So, I question just how scarce Megan Fox as a concept is. But yes, sure, if you want to point to specific people or rocks in the world, yes, there is a scarcity there of that one person or thing. But, then think how scarce and precious everyone on the planet is. Maybe they all deserve a basic income as a human right, to have some claim on the fruits of an abundant industrial commons? Even Megan Fox? Maybe if she had had a guaranteed basic income every year to meet her living expenses for life, she might have had a happier life? And maybe all the people around her would not have been so eager to exploit her, and she could have had a more authentic life?
    http://en.wikipedia.org/wiki/Basic_income

    Even millionaires like (likely) Megan Fox may be better off with a universal basic income:
    "[p2p-research] Basic income from a millionaire's perspective?"
    http://listcultures.org/pipermail/p2presearch_listcultures.org/2009-August/003949.html

    Consider:
    "Megan Fox Opens Up About Weight Loss, Depression: "Transformers"

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  89. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    For a society where different rules apply, see:
        "The Original Affluent Society" by Marshall Sahlins
        http://www.primitivism.com/original-affluent.htm
    """
    Above all. what about the world today? One-third to one-half of humanity are said to go to bed hungry every night. In the Old Stone Age the fraction must have been much smaller. This is the era of hunger unprecedented. Now, in the time of the greatest technical power, is starvation an in. situation. Reverse another venerable formula: the amount of hunger in. creases relatively and absolutely with the evolution of culture. This paradox is my whole point. Hunters and gatherers have by force of circumstances an objectively low standard of living. But taken as their objective, and given their adequate means of production. all the people's material wants usually can be easily satisfied.
        The world's most primitive people have few possessions. but they are not poor. Poverty is not a certain small amount of goods, nor is it just a relation between means and ends; above all it is a relation between people. Poverty is a social status. As such it is the invention of civilisation. It has grown with civilisation, at once as an invidious distinction between classes and more importantly as a tributary relation that can render agrarian peasants more susceptible to natural catastrophes than any winter camp of Alaskan Eskimo.
    """

    Economics does not say everything is scarce. It says it is a discipline about decision making about scarcity. And it is woefully incomplete because it does not really concern itself with creating abundance. Most economics textbooks probably don't even mention abundance. Or fun. Or community. It's a woefully inadequate way to look at the world if what you want to do is build abundant fun communities.

    How do you get from "if there is a cost" to "the resource is scarce". Things can be really cheap.

    Also, consider what Marshall Brain says here:
        http://www.marshallbrain.com/manna5.htm
    """
    "It works like this. Let's say that you own a large piece of land. Say something the size of your state of California. This land contains natural resources. There is the sand on the beaches, from which you can make glass and silicon chips. There are iron, gold and aluminum ores in the soil, which you can mine, refine and form into any shape. There are oil and coal deposits under the ground. There is carbon, nitrogen, hydrogen and oxygen in the air and in the water. If you were to own California, all of these resources are 'free.' That is, since you own them, you don't have to pay anyone for them and they are there for the taking."
        "If you have a source of energy and if you also own smart robots, the robots can turn these resources into anything you want for free. Robots can grow free food for you in the soil. Robots can manufacture things like steel, glass, fiberglass insulation and so on to create free buildings. Robots can weave fabric from cotton or synthetics and make free clothing. In the case of this catalog you are holding, nanoscale robots chain together glucose molecules to form laminar carbohydrates. As long as you have smart robots, along with energy and free resources, everything is free."
    """

    Again, if you look at how people lived for tens of thousands of years in pre-scarcity times (before agriculture was needed), then you will see people can live without elites of the nature we have now. Daniel Quinn talks about this too.

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  90. 3-body gravity problem by minstrelmike · · Score: 1

    It reminds of the fact that you cannot have 3 planets circling each other in a stable pattern.
    In the market, having more people changes the solution. Individuals are not trying to make the market equal, they are trying to make their own position equal in reference to the other people, but
    1) they deal with a lot more people than the kicker-goalie situation and
    2) they do not have knowledge of the entire market

  91. Re:Misses the post-scarcity point; digital abundan by Krannert+IT · · Score: 1

    I do not belive that more "goods and services" are always better for us, but societies, even in pre civilitation times, have shown that humans have a tendancy to have a desire to accumulate wealth, whether it be in the moden ages monetary terms, or in pre cilviliation terms it would be more sexual partners or more land to hunt from. Even in hunter gatherer societies their are "elites" (leaders) who get preferential treatment. Scarcity, in my economics studies, does not mean that there are extreem limits and required rationing, only that in order to have one thing one must give up something else.

    Just for me to sit here and enjoy a healty debate means that I am sacrificing one scarce resource for another. I am giving up my time (definately a scare resource being a business owner), which could be used chasing women, working on bettering my business, watching TV, reading a novel, or just about anything else, in order to express my thoughts. In my mind this is a rational decision (which I call greed) because I see more benefit in doing this right now as it is too early to go out, I am tired of work after a hard day, and don't really feel like killing brain cells in front of the TV.

    While pre-agricultural societies may not have had the rich and famous type of elites we have today, they did have an elite class, usually called tribal leaders or chiefs. As agriculture caught on and more people were able to be fed the chiefs became kings controlling more land giving rise to the need for another class of elites called the aristocricy (yes, I really moved through time fast). In the modern era we have even more classes, regardless of the society we live in (capitalist democracies or commuunist dictatorships, it really doesn't matter).

    The real world is not as the novels you point me to describe. Even if you owned all of California, accessing its resources is NOT FREE. Someone must gather the sand, mine the gold, and harvest food. All of these have a cost in economic terms.

    Economic theory doesn't only describe what happens in a caplitalistic society, and can even describe, relatively accuratly, what happens in a communist country with price controls. Price controls ultimately lead to more scarcity as their is less supply as people find more valuable things to do with their time when they don't get enough gain from producing a product any more. Then you end up with either a total lack of resources or huge jumps in prices. Look at cold war era Moscow for a prime example, people had to wait in lines for bread for longer than it takes to make a loaf of bread.

    In my view of the world, any resource has a cost, even if it seems free. If I want clean air then I need to reduce polution, this means I must reduce my use of fossil fuels or develop a new technology to clean the pollution out of them. If I want more free time then I work less and give up money which means that I have less money to spend on hobbies I enjoy meaning that my free time becomes less valuable.

    The traditional view that economics is about money, is wrong, it is about supply and demand in a world with scarce resources, NOT always rare resources. Yes, things can be cheap, wheat today costs much less today than back in the 1600's before any industrial equipment was used in agriculture. As you mentioned earlier, only 2% of the American workforce is employed producing food, this is because technology has allowed us to streamline production of this resource. The cost, in terms of man hours, has significantly decreased. The introduction of industrial methods created the need for other resources such as steel and energy in the form of fossil fuels. We started with steam power, moved on to internal combustion engines and electric power. Electricty allowed us to develop new tools to help maximize efficiency such as computers and robotics. All of these new resources have a cost in terms of polution, or even just the oppportunity cost of all of those worked puting their time into engineering, manufacturing, and marketing a new product. All of t

  92. Re:Misses the post-scarcity point; digital abundan by Alex+Belits · · Score: 1

    societies, even in pre civilitation times, have shown that humans have a tendancy to have a desire to accumulate wealth, whether it be in the moden ages monetary terms, or in pre cilviliation terms it would be more sexual partners or more land to hunt from. Even in hunter gatherer societies their are "elites" (leaders) who get preferential treatment. Scarcity, in my economics studies, does not mean that there are extreem limits and required rationing, only that in order to have one thing one must give up something else.

    It's called hoarding. And it always was either a reaction to a real life-threatening scarcity (that modern society does not have to deal with) or a part of sadistic desire for power (that society can easily suppress by keeping psychopaths away from power). Things will get much less complicated when economists will abandon the idea that extraordinary greedy people "deserve" extraordinary income by the virtue of their extraordinary feeling of self-importance.

    --
    Contrary to the popular belief, there indeed is no God.
  93. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    As another reply, by "Alex Belits" points out, aspects of what you outline, like hoarding, would be considered dysfunctional in other paradigms. A study of other cultures, like some Native American tribes, shows that a "Tribal Chief" was selected and replaced at will by the people. They were picked from their lifelong behavior in the tribe, often to serve as more a spiritual leader than a dictator. Example from recent Iroquois history:
    http://www.peace4turtleisland.org/pages/tributetoshenandoah.htm
    "This article was written by Kanatiiosh as a tribute to Chief Leon Shenandoah who held the Onondaga title of Tadodaho and was truly a good man who lived his life according to the original instructions given by the Creator."
    A book of his wisdom that I have enjoyed reading:
    http://www.amazon.com/Become-Human-Being-Tadodaho-Shenandoah/dp/1571743413

    What you write towards the end reminds me of this:
    "No contest: the case against competition"
    http://www.share-international.org/archives/cooperation/co_nocontest.htm
    """
    We need competition in order to survive."
    "Life is boring without competition."
    "It is competition that gives us meaning in life."
    These words written by American college students capture a sentiment that runs through the heart of the USA and appears to be spreading throughout the world. To these students, competition is not simply something one does, it is the very essence of existence. When asked to imagine a world without competition, they can foresee only rising prices, declining productivity and a general collapse of the moral order. Some truly believe we would cease to exist were it not for competition.
    Alfie Kohn, author of No contest: the case against competition, disagrees completely. He argues that competition is essentially detrimental to every important aspect of human experience; our relationships, self-esteem, enjoyment of leisure, and even productivity would all be improved if we were to break out of the pattern of relentless competition. Far from being idealistic speculation, his position is anchored in hundreds of research studies and careful analysis of the primary domains of competitive interaction. For those who see themselves assisting in a transition to a less competitive world, Kohn's book will be an invaluable resource.
    """

    Part of this issue is what we mean by "health", whether for an individual, a family, a community, a society, a biosphere, or a noosphere.

    Again, from Alfie Kohn's work:
    "No Contest: The Case Against Competition" By Alfie Kohn
    http://books.google.com/books?id=bLudHIk3gsMC
    """
    If competitiveness is inherently compensatory, if it is an effort to prove oneself and stave off feelings of worthlessness, it follows that the healthier the individual (in the sense of having a more solid, unconditional sense of self-esteem), the less need there is to compete. The implication, we might say, is that the real alternative to being number one is not being number two but being psychologically free enough to dispense with rankings altogether. Interestingly, two sports psychologists have found a number of excellent athletes with "immense character strengths who don't make it in sports. They seem to be so well put together emotionally that there is no neurotic tie to sport." Since recreation almost always involves competition in our culture, those who are healthy enough not to need to compete may simply end up turning down those activities. ... Each culture provides its own mechanisms for dealing with self-doubt. ... Low self-esteem, then, i

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  94. Patches without rebooting, pls? by Anonymous Coward · · Score: 0

    Can computer scientists teach economists how to apply patches without rebooting the system?

  95. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    Fine. Given that I cannot change public opinion or government policy, what can I do as an ordinary individual to avoid civilizational risks and get us out into space.

  96. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    As one possibility, you can contribute to the growing open manufacturing and maker communities that are creating a free commons of knowledge of how to make things. For example, you could help with RepRap somehow. Or you could improve Blender or other 3D modeling software. Or you could build better communications tools about manufacturing knowledge (maybe based on Google Wave?) Eventually, all that will lead to a new paradigm for manufacturing, allowing us to build better systems, including better spacecraft and habitats. Just make sure you get enough supplemental Vitamin D3 if you stay indoors a lot doing that. :-)
        http://www.vitamindcouncil.org/

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  97. Re:Misses the post-scarcity point; digital abundan by Anonymous Coward · · Score: 0

    Your points are all quite interesting, but I still think you miss the point of what I have been trying to say. I agree that there is great potential for a futre where "things" cost less. The issue I have with many of your arguements is that it just doesn't seem to go along with what has been observed throughout human history, and that even in what you define as pre and post scaricty times that economic theory can still be usefull.

    The law of diminishing returns you speak of is at the heart of economic theory, although it seems that many ignore this fact when making decisions they claim are absed on economic theory. I really doubt that the head of any Wall Street hedge fund really ever thinks to himself "I really don't need any more money." I will completely agree that there are many who seem quite ignorant and use econics as a reasoning for their greed when economics places no value on money itself or on having massive amounts of money at hand. Basic econmic theory is about humans making decisions based on what is available and which "options" they would prefer. Nothing you have cited contradicts with this fundamental basis, only your interpretation of the basis conradicts. Economics is not itself about consumerism, as some poeple have very few things they actually value (i.e. the nomadic hinter who sees a burden in moving items).

    I have always been a fairly competitive person, even as I have aged a bit. I no longer play sports and rarely compete directly against someone else (except in the occasional poker night). I do compete against myself more than anything; seeing how far I can backpack in a day, how many different species of fish I can catch, or even something as mundane as how much better of a job I can do on my next home improvement task than I did last time. Competition is part of what set humans apart from other species, it is the internal drive which makes us better ourselves. Heck, it was competition which drove us to the moon resulting in much of the technology you are praising as the "savior" of mankind.

    Just take this example, an please don't take it out of context: War is probably the ultimate form of competition. While I do not promote war there are a number of postives which have come out of war(surely not enought to justify them). The mass organization of people around a common goal in order to "win" produces huge leaps in technological advancement. The fear of loosing also helps contribute to the rally of people and resources. WWII led to the invention of computers and nuclear power(which I believe is the best current form of energy we have even though it has some MAJOR problems), the cold war produced effective rockets, the rapid advancement of computers, the Internet, and advanced materials. The point of this is that competition drives advancement. The current state of the world, in my opinion, in not so much of a competition against other humans (although it still occurs it shouldn't be the focus of society) as it is a competition against our history of destroying ourselves and our longest term needs of a livible planet. The competitive nature of humans is just part of what makes us who we are. If we didn't compete agaisnt something humans would have been wiped off the planet well before we ever existed. The pre-homo sapians which didn't did have a sens of competition would have erradicated us well before we left Africa.

    I hadn't read the article, in full, which you posted: "The Original Affluent Society" by Marshall Sahlins, before my post yesterday but even it reinforces economic theory. In my understanding of economics not all objects are resources, and not all resources would be considered a resource to all people. If I have no use for an object or service it has no value to me and is either just there or it is waste, if something holds me back from doing what I want to do I would put a negative value on it (waste). I do not promote "hording," but when I like something I am usually willing to give up something else, which is exactly what I see in economic theory. Eco

  98. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    Those are worthy projects. I'm probably going to continue in my own line of academic research, but I'll keep that in mind.

    But it's also important to be as prepared as possible for the future getting derailed. I've actually heard people say they would rather die than live through a dark age. Their optimism is a fragile and brittle thing, apparently.

    As for me, at the same time as I work to bring on the future, I will continue thinking up and implementing ways to come out on top even if the shit does hit the fan... so that I'll be in as good a position to get my local corner of civilization get back on track as I can manage.

    Thinking that the future will play in the high-tech post-scarcity way I want it to would make me complacent. It's far more useful to think of risks that stand in my way and how they can be neutralized.

  99. Re:Misses the post-scarcity point; digital abundan by Paul+Fernhout · · Score: 1

    Sometimes you just have to make a choice between helping the larger society prosper versus turning inward and perhaps, by inaction, helping bring about the very catastrophe you are worried about.

    But, from a "preparedness" perspective, working from pessimism, interesting reading:
        http://www.fromthewilderness.com/free/ww3/110706_mcr_evolution.shtml
        http://www.alpharubicon.com/prepinfo/themainmessage.htm

    Ideally, one can do both -- build strong local communities that are more self-reliant while at the same time developing ideas that help everyone. One issue with the Alpha Rubicon people is that they choose to keep most of what they learn to themselves, presumably to give themselves and edge in a catastrophe? Maybe there is a different reason? Ultimately, a competitive mindset may be what dooms us unless we can move beyond it:
        "No contest: the case against competition"
        http://www.share-international.org/archives/cooperation/co_nocontest.htm

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  100. Re:Misses the post-scarcity point; digital abundan by f1r3br4nd · · Score: 1

    Well, sometimes some discretion is necessary. Better the seeds of high-tech society survive in a few tightly-organized pockets than spend themselves bailing out the masses who never bothered to make their own preparations. Still, general information should be shared, that's definitely a positive sum game. Specific preparedness measures taken by individuals not so much.

    Interesting links, thanks for them.