Slashdot Mirror


Crowd Wisdom Better At Predictions Than Top CIA Analysts

First time accepted submitter tkalfigo (1448133) writes "The Good Judgment Project is an experiment put together by three well-known psychologists and some people inside the intelligence community. What they aim to prove is that average, ordinary people in large groups and access just to Google search can predict far more accurately events of geopolitical importance than smart intelligence analysts with access to actual classified information. In fact there is a clearly identified top 1 percent of the 3000 predictors group, who have been identified as super-forecasters: people whose predictions are reportedly 30 percent better than intelligence officers."

136 comments

  1. Luck resets every time you guess. by rmdingler · · Score: 3, Interesting

    People ahead in guessing games such as these are probably more likely to regress to the mean than to continue defying probability.

    --
    Happiness in intelligent people is the rarest thing I know.

    Ernest Hemingway

    1. Re:Luck resets every time you guess. by Arker · · Score: 3, Insightful

      Except that this has nothing to do with luck. It has to do with independent observers having less pressure on them to, consciously or subconsciously, produce rhetoric ostensibly concerning foreign policy but whose content is determined by domestic political needs.

      --
      =-=-=-=-=-=-=-=-=-=-=-=-=-=-
      Friends don't let friends enable ecmascript.
    2. Re:Luck resets every time you guess. by fustakrakich · · Score: 2

      Why are you being modded down? For the font? And yes, they produce the results they are told to produce. That's how they play their game.

      --
      “He’s not deformed, he’s just drunk!”
    3. Re:Luck resets every time you guess. by fustakrakich · · Score: 0

      Deary me! Aren't we sensitive tonight! And check your prefs!

      --
      “He’s not deformed, he’s just drunk!”
    4. Re:Luck resets every time you guess. by grep+-v+'.*'+* · · Score: 1

      independent observers ,,, concerning foreign policy but whose content is determined by domestic political needs

      Damn! That's a usage case I hadn't heard of before. In politics it was always someone else's fault when it didn't work out. Now it's going to be EVERYone else's fault.

      Cloud-blaming! (tm)

      --
      If the universe is someone's simulation -- does that mean the stars are just stuck pixels?
    5. Re:Luck resets every time you guess. by Flentil · · Score: 3, Insightful

      I think the majority here use Slashdot's default font and never messed with it, but you did mess with yours, making your posts stand out as odd. Blaming everyone else, making them responsible to fix the 'bug' you created on their screen, isn't very helpful. It's a lot easier to just mod you down than to delve into browser font settings and possibly mess up how we view all other websites, just because you like your posts on Slashdot to look like they were typed on an old-timey typewriter. Why don't you just fix your own browser font settings and not put the burden on everyone else?

    6. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      > That font is hideous and unreadable,

      I happen to think it's much more readable. The font wasn't messed with, he simply wrapped his post in tt tags, which ... unsurprisingly, is converted to whatever font your browser has configured to handle Teletype Text. I hope you can understand why it is considered more readable by many people, who happen to use computers daily.

      You can probably change your font handling via

      Chrome - https://support.google.com/chr... (look for fixed width font in your font settings)
      Mozilla - https://support.mozilla.org/en...
      (or use a plugin, or other guide, etc)

      None of this has to do with his post and a great deal with your unfamiliarity with anything other than (probably) facebook. If you don't like it, as he suggested, change it.

    7. Re:Luck resets every time you guess. by ceoyoyo · · Score: 1

      Yes, that's what the article says. In a scientific paper that would be in the discussion, possibly in the conclusions. Experienced scientists know that the discussion, and depressingly frequently the conclusions, are BS the authors made up that's not really supported by the data, one way or the other.

    8. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      Actually I am not using any tags at all. I am entering nothing but plain text with the occasional CR.

      I am using the 'code' drop down which testing showed to be the only way to keep slashdot from adding lots of other extraneous and undesired tags. Yes, if you select plain text it still inserts tags.

      And the funniest thing is that my posts show on my screen in exactly the same font as all the other posts. Or, well, that was true until just a minute ago at least. I played with my browser font settings and now my comments are even more readable. One more change and ALL the comments will look better.

      It's not magic folks, it's world wide web 101.

    9. Re:Luck resets every time you guess. by Cenan · · Score: 2

      If you're using Firefox, you can download the Stylish plugin and make sure everybody conforms to your wishes by adding a rule for the "commentBody" class. Might also want to add one for the "tt" tag.

      .commentBody {
                    font-family: monospace;
                    font-size: 14px;
              }

      This makes everybody's posts appear to use code tags. I find it readable, you might not, but you do have a say in it.

      --
      ... whatever ...
    10. Re:Luck resets every time you guess. by Sique · · Score: 2
      Not only that, but people with some distance to the situation and only superficial knowledge are not blinded by facts and details. We have the same phenomenon with predicting sport results. There, people who are not absolute fans or professionals in the sport usually fare better at predicting results as they don't give too much weight on some details, or their own preferences, which in the long run prove to have much less influence than expected. Instead they basicly tend to put teams or athletes they often heard about in front and less famous ones more to the back.

      So you have three group of people: Those who don't know anything, and who indeed are the worst predictors, then those who have some basic understanding of the situation, who are the best predictors, and then the specialists, who know intricate details and have very profound knowledge, who aren't very good at predicting because they give too much weight to single aspects and have some very strong opinions or emotions about the situation which blinds their judgement.

      --
      .sig: Sique *sigh*
    11. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      You're not fooling anyone. Well, at least anyone who has used the site for more than a day. Fuck, your UID is low enough, if you can't comprehend the tag and font system here, you are truly retarded.

      We know the <code> tag looks like

      We know what it looks like when you switch "Plain Old Text" to "Code". Fixed width fonts have their purposes, and general conversation isn't one of them.

      Reminding you that you're just looking like a twit won't help fix your behavior. Hopefully everyone will mod you troll, so people won't have to read your nonsense.

    12. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 1

      YOU DON'T LIKE ALL CAPS? just instruct your browser to use a font where caps appear as lowercase letters.

    13. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      If you want good predictions. Look at betting sites.
      Large amount of people putting their own money on the line for what they think.
      When it comes to sports, the weather and the eurovision song contest betting sites will predict the result way better than any expert panel.

    14. Re:Luck resets every time you guess. by Ardyvee · · Score: 2

      No. Courier New is a pretty nice font for some things. Just not the /. comment section.

      --
      I don't care if I'm wrong. I only care about everyone obtaining something from the discussion.
    15. Re:Luck resets every time you guess. by Attila+Dimedici · · Score: 1

      I'm sorry, but if you are not doing something so that your posts appear in a different font than everyone else, why is your font different than everyone else? Oh, and your signature is in the same font as everyone else's post, not the font which your post is in. So, it seems probable that you have decided to post in a font other than the slashdot default.

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    16. Re:Luck resets every time you guess. by Oligonicella · · Score: 0

      Unreadable? How sad you have a comprehensive system so primitive.

    17. Re:Luck resets every time you guess. by wonkey_monkey · · Score: 1

      And if you don't want the plugin:

      http://ffeathers.wordpress.com...

      --
      systemd is Roko's Basilisk.
    18. Re:Luck resets every time you guess. by ultranova · · Score: 2

      Unreadable? How sad you have a comprehensive system so primitive.

      It's called optimization. "Unreadable" means that the low-level - indeed, in most people subconscious - routine was unable to comprehend the text, and kicked it up to a higher-level one. The higher level subsystem is more flexible but, as a result, needs more resources which could be put to better use; and of course the process can occur again, escalating text comprehension all the way to the conscious mind. Thus, if you write unreadable - which means nonstandard - text, you are inconveniencing everyone who reads it, and deserve to be modded down.

      --

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

    19. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      Both posts are in the same font on my screen. Fix your browser. If you have an unreadable font selected, choose one you can read easily. Holy crap are we really on Slashdot in 2014 and a complete technical illiterate?

    20. Re:Luck resets every time you guess. by Anonymous Coward · · Score: 0

      luck may reset but entropy does not. Since entropy is a macroscopic universal phenomena then perhaps that's why a blob of people (macrocosmic) may be a better fit for the problem. I do believe that despite the inequality of the world, it's all humans that determine their fate and the fate of the species as a whole.

  2. CIA uses Dirty Tricks Project by Anonymous Coward · · Score: 2, Interesting

    CIA cannot believe a wisdom based output, they have to believe that their actions will change the outcome.

    1. Re:CIA uses Dirty Tricks Project by Anonymous Coward · · Score: 0

      They only have to release all that classified information to the public for the new, more accurate predictions to pour in. Result: CIA utilized wisdom and justifies its own existence at the same time.

  3. But why would the CIA release their best results? by Anonymous Coward · · Score: 0

    Wouldn't the smart thing be that we think they're barely competent?

  4. Well... by ComputersKai · · Score: 2

    There was a project affiliated with Google that aimed to predict disease outbreaks using the search engine, but that didn't turn out that well. In fact, it barely succeeded in any of its predictions.

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

      There was a project affiliated with Google that aimed to predict disease outbreaks using the search engine, but that didn't turn out that well. In fact, it barely succeeded in any of its predictions.

      So just like the people responsible for predicting what three flu strains to protect against during immunization season. In some years flu shots have a zero percent success rate not because they don't work, but because the predictions on what three strains to fight against were just so wrong that none of the three strains even infected one percent of the population. If the google flu project can do better, even if it is still a very poor effort, it is still better than professional people with the magic letters D and R in front of their names.

    2. Re:Well... by Anonymous Coward · · Score: 0

      Wisdom of Crowds is almost the exact opposite of creating algorithms to mine big data.

    3. Re:Well... by Cenan · · Score: 3, Interesting

      The problem with Google's prediction algorithm is that it consistently overshoots. The story was on /. about a month ago, as far as I can tell they're not only not predicting cases correctly, they aren't even attempting to distinguish between strains (how could they, they're predicting from search activity - flu victims rarely know their strain).

      --
      ... whatever ...
  5. Well yeah by MichaelSmith · · Score: 4, Insightful

    This is why its better to have elections than let the CIA select the government. AFAIK, anyway.

    1. Re:Well yeah by BradMajors · · Score: 3, Funny

      The CIA disagrees.

    2. Re:Well yeah by cold+fjord · · Score: 1

      So is there some reason that is on your mind at the moment? Or did I miss that this was a "Best of Slashdot" from November 1968?

      --
      much of left-wing thought is a kind of playing with fire by people who don't even know that fire is hot - George Orwell
    3. Re:Well yeah by blahplusplus · · Score: 1

      "This is why its better to have elections"

      http://www.ted.com/talks/lawre...

    4. Re:Well yeah by Anonymous Coward · · Score: 0

      The presidential candidate I voted for has lost every time. 0-4. :-(

    5. Re:Well yeah by Ceriel+Nosforit · · Score: 1

      Not TEDx. Nice.

      --
      All rites reversed 2010
    6. Re:Well yeah by kruach+aum · · Score: 1

      The elections have nothing to do with informed decision making. Your news media has made sure of that.

  6. Seems fishy by ceoyoyo · · Score: 4, Insightful

    I wonder if they properly controlled for luck. Take three thousand people and get them to make predictions and some of them are going to appear unusually accurate than others even if all of them are just making completely random guesses. You'd be surprised how many people don't correctly account for that. Every paper proposing clinical diagnostic criteria I've ever read, for example.

    1. Re:Seems fishy by mikael · · Score: 3, Interesting

      Why do you think it is purely luck? When you have these wild discussion parties - things like "is a bright blob of pixels on a Mars Rover image a cosmic ray, a high-voltage dust-devil, light contamination of a camera box, a gas geyser", you will have an incredible combination of experts - everyone from geologists, ranchers, hill-hikers, photographers, astronomers. Geologists will tell you want can and can't come from the ground, ranchers and hill-hikers will tell you things they have seen and never seen, photographers will tell you what visual artifacts can appear on a camera, and astronomers tell you what can fall from the sky and can't, and what those falling things look like.

      It's like solving a giant logic problem where everyone can cross off or tick what what they know. Eventually the set of possible answers reduces down to one or two.

      --
      Vintage computer adverts: http://www.vintageadbrowser.com/computers-and-software-ads
    2. Re:Seems fishy by TubeSteak · · Score: 1

      I wonder if they properly controlled for luck.

      You obviously didn't RTFA.

      But she signed up, got a little training in how to estimate probabilities from the people running the program, and then was given access to a website that listed dozens of carefully worded questions on events of interest to the intelligence community, along with a place for her to enter her numerical estimate of their likelihood.

      "Usually I just do a Google search," she said.

      In fact, she's so good she's been put on a special team with other superforecasters whose predictions are reportedly 30 percent better than intelligence officers with access to actual classified information.

      It's not luck they've selected for, it's the ability to make educated guesses.

      --
      [Fuck Beta]
      o0t!
    3. Re:Seems fishy by hibiki_r · · Score: 3, Interesting

      Except this isn't how it works at all.

      The wisdom of crowds works doesn't have anything to do with having experts. After all, the experts have no way of influencing the crowd. It is a well defined phenomenon that works when people's biases are pretty random, so mistakes cancel each other out. It's a lower quality estimation mechanism than a market, where people that are sure of their answer can be 'louder' than those that don't know said answer, and it lacks the feedback mechanisms of a market, but still, it is helpful to predict things based on widely available information. Ask the crowd information few of them have any idea about, and their result will suck.

      So what does the average beating CIA personnel? That the CIA's biases are large enough to need quite a bit of quality control.

      Now, having a 1% of the respondents be far better than the CIA experts probably means nothing. If I invite 3000 people over to guess how 10 coin flips will turn out, chances are one or two of them will guess all of them correctly, but that would not make them seers capable of seeing the future. how many people were worse than 30% worse than those same CIA experts?

    4. Re:Seems fishy by ceoyoyo · · Score: 1

      Because that's not what's going on here. The example in the article is a pharmacist who somehow manages to be better than everyone else at predicting geopolitical events. Not a party with a bunch of experts in various fields hashing things out, just a pharmacist in her kitchen in her spare time.

      Flip a coin ten times and there's only a tenth of one percent of a chance of it coming up heads every time. Flip a thousand coins ten times and there's only a small chance one won't come up heads ten times in a row. If you were doing this study and one of your subjects made ten correct calls such as "Russia will invade the Crimea before June" in a row, might you get a little bit excited?

    5. Re:Seems fishy by ceoyoyo · · Score: 1

      I did read the article. Nothing in what you quoted is at all relevant. Perhaps you didn't understand my post?

    6. Re:Seems fishy by ceoyoyo · · Score: 1

      In statistics it's called an unbiased estimator. Most people know it as an average. It doesn't have any particular link to crowds and the behaviour is very well defined. It does, however, require that the individual estimates be wrong in a random way.

      You managed to pick exactly the same example I did.

    7. Re:Seems fishy by Anonymous Coward · · Score: 0

      Take three thousand people and get them to make predictions and some of them are going to appear unusually accurate than others even if all of them are just making completely random guesses.

      Meanwhile, take three hundred CIA analysts with tons of classified material and even if they're horrible inaccurate, not a one will get fired. Hell, in that circumstance, we're literally better off throwing dice and closing down the CIA entirely. Dice don't tend to cause blowback on their own.

    8. Re:Seems fishy by Solandri · · Score: 1

      That was my thought too. For example, if you grab n people off the street and ask them to make a total guess at 10 coin flips, just by pure chance alone 1.1% of them are going to get 8, 9, or all 10 correct (80% or better "correct" rate). A cumulative binomial distribution of 8 correct of 10 trials with 50% success rate is 98.9%. Likewise the bottom 1.1% will guess correctly 20% or worse. This is the the usual "cause" of some research investigating psychic phenomenon. If the researchers aren't very well versed in statistics, they end up thinking that a percentage of the population is psychic (guesses better than average), and a percentage is anti-psychic (guesses worse than average). When in reality it's just luck.

      The deviation shrinks as you increase the number of coin flips (i.e. the "correct" rate of the luckiest 1% of the population gets closer to 50%). Unfortunately the article lacks any info to really judge if this is what's going on. I wasn't able to find in TFA how many events they've had their "crowd" predict. From the project's blog, they've been at it for 3 years so I have to think they've had more than 10 predictions. But you also need to know the long-term rate of correct guesses, as that will skew the correct rate up as well. (It's also unclear what's meant by "30% better" - does that mean the experts were correct 60% and their top 1% were correct 90%? Or does it mean the experts were correct 60% and their top 1% were correct 78%?)

    9. Re:Seems fishy by Anonymous Coward · · Score: 0

      I agree with almost all of your comment, except for this bit:

      It's a lower quality estimation mechanism than a market, where people that are sure of their answer can be 'louder' than those that don't know said answer

      It seems to me that allowing people to weight their votes the way the market does would make it less reliable than a conventional "wisdom of the crowds" measure. This is of course, just my opinion, and I would be very interested if you have any solid evidence to back up that particular assertion.

    10. Re:Seems fishy by Attila+Dimedici · · Score: 2

      The wisdom of crowds works doesn't have anything to do with having experts.

      You are right that the wisdom of crowds does not come from having experts. The wisdom of crowds comes from having a lot of people who all have a little bit of knowledge relevant to the subject. Some of that knowledge might be something that you would not necessarily think was relevant, but when applied as a filter on the other knowledge present produces a result much more accurate than an expert on the subject would ever produce.

      The results of this study are not new. Back in the lat 70s, early 80s, there was a study which showed that a group of people with no particular expertise on the subject will reach a better decision than an individual expert on the subject as long as certain criteria are met in the group discussion. The most important criteria that needs to be met is that the groups deliberations must be such that the individual charisma of each person must not be allowed to influence the group discussion. My understanding is that they accomplished this by having all of the discussion occur in anonymous text (such as if all of the comments on slashdot were from Anonymous Coward).

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    11. Re:Seems fishy by Attila+Dimedici · · Score: 1

      Actually, if you read the entire article, it appears that what that pharmacist is doing, inside her own head, is averaging what all of the various sources she reads have to say on any given subject. The mistake would be to say, "Oh, over the last three years, her predictions have been 30% better than the experts. Let's make her one of the experts!" If at some point she were to start to believe that she was an expert at this forecasting, her accuracy would fall off because she would stop adjusting her understanding of events based on sources which disagreed with what she already "knows".

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    12. Re:Seems fishy by ceoyoyo · · Score: 1

      Or does it mean the experts were correct 55% of the time and the top guessers, I mean, super-predictors, were right 56.5% of the time? That would be the normal meaning of a percent difference.

    13. Re:Seems fishy by ceoyoyo · · Score: 1

      Expert forecasters also average their perceived probabilities from lots of different sources. There's nothing magic about a small town pharmacist doing it. The summary and a lot of Slashdotters seem to like to play up the anti-expert angle, but it's certainly not relevant to my OP, and I doubt the project has produced any evidence for your conclusion.

    14. Re:Seems fishy by Oligonicella · · Score: 1

      Posting AC isn't *the* answer, only a part. Here on /. we frequently see ACs post with an appeal to authority, claiming national publication, having designed some new, cool and super-advanced kernel, etc. Those would need to be filtered out as well. I myself have referenced some personal project. Those too. Even the language used would have to be examined to remove certain subtext.

    15. Re:Seems fishy by Attila+Dimedici · · Score: 1

      Except that the "expert" forecasters are influenced by the charisma* of certain individuals to produce the type of results those individuals desire. There have been studies that show that one of the most important aspects of "crowd wisdom" is eliminating the ability of individuals to use their force of personality to influence the decision reached by the crowd.


      *I am using "charisma" here to sum up all of the aspects of force of personality and authority over those evaluating the data.

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    16. Re:Seems fishy by Attila+Dimedici · · Score: 1

      Actually, the key is to eliminate anything which allows me to connect the majority of the comments by one individual as all being by that individual. All of those other things are only relevant if they combine with multiple comments to build a picture of one person who has more wisdom on the subject than everyone else. When I read comments by an Anonymous Coward on slashdot which claims the things which you reference, I always read the rest of their comment more critically. If I find their argument to use suspect logic, I am more likely to consider them to be acting in bad faith (even when I agree with their point of view on the topic) than if they do not make such appeals to having greater authority. I suspect that most people do something similar.

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    17. Re:Seems fishy by Anonymous Coward · · Score: 0

      Any citations to these studies?

    18. Re:Seems fishy by Anonymous Coward · · Score: 0

      It could also be that intelligent people realize that the base score is 50% and therefor guess even odds. Other people may apply their own bias and claim more heads or more tails.

    19. Re:Seems fishy by ceoyoyo · · Score: 1

      You're still making conclusions that aren't based on the data. There's nothing in their project that identifies why individuals, or the group, might be better than the experts, and my question is about whether the individuals they've identified ARE even better than the experts or if they've simply discovered the right side of a Bell curve (a la Niven).

      There have been studies that have shown that crowds, under certain circumstances, can be somewhat resistant to bias. In other circumstances this is obviously not the case. Examples include antivaxers, the number of Americans who believe the moon landings were hoaxes and anything featured on Oprah, Dr Oz or Dr Phil. "The wisdom of crowds" is a catchy name for a special case of the observation that the signal to noise ratio increases by the square root of the number of measurements that are averaged. It doesn't have anything to do with bias.

  7. Reminds me of the Policy Analysis Market by khallow · · Score: 4, Interesting

    Back in 2003, there was a similar system called the Policy Analysis Market (PAM) that was close to being implemented. It got deep-sixed by some world-class idiots from Congress (see my opinion then). It's too bad that we have to go to a somewhat contrived surveying/polling system rather than use something that we know works.

    For example, I think a PAM system would have given us (and I mean everyone not just US policy makers) insight into how the events of the Arab Spring revolutions would evolve even if it couldn't have predicted the original flash point.

    1. Re:Reminds me of the Policy Analysis Market by TapeCutter · · Score: 4, Interesting

      even if it couldn't have predicted the original flash point.

      Funny you should say that, the diplomatic cable leaks showed that high level western diplomats in Syria were concerned about a civil war erupting due to the severe "fertile crescent" drought fuelling internal migration from rural areas to the cities (10% of Syria's total population simply abandoned their farms due to lack of water). The drought caused food prices to rise sharply and food riots became a regular occurrence in cities across the middle east and North Africa.

      "flash point" - Have a look at why that protester set fire to himself in the public square and why it resonated so strongly across the Arab world, it wasn't because they all logged on to FB and suddenly realised their governments were tyrannical. Predicting this sort of social unrest is like predicting an earthquake in LA, you can be pretty confident that your prediction will come to pass but have no idea when.

      --
      And did you exchange a walk on part in the war for a lead role in a cage? - Pink Floyd.
    2. Re:Reminds me of the Policy Analysis Market by nut · · Score: 2

      Back in 2003, there was a similar system called the Policy Analysis Market (PAM) that was close to being implemented. It got deep-sixed by some world-class idiots from Congress ...

      Maybe they weren't idiots. Maybe the were protecting a lucrative after-Congress job market...

      --
      Never trust a man in a blue trench coat, Never drive a car when you're dead
    3. Re:Reminds me of the Policy Analysis Market by gringer · · Score: 2

      New Zealand has iPredict, where you can make money off correct guesses about the future:

      https://www.ipredict.co.nz/

      --
      Ask me about repetitive DNA
    4. Re:Reminds me of the Policy Analysis Market by phantomfive · · Score: 1

      Why did the administration and state department seem so surprised and unprepared for it then?

      --
      "First they came for the slanderers and i said nothing."
  8. All of the superforecasters are cynics by Anonymous Coward · · Score: 0

    Cynics don't see the world the way they think it ought to be. Cynics see the world the way it is, and are hence capable forecasters of events.

  9. Tail wags dog by Anonymous Coward · · Score: 0

    People are herd animals, and the stuff they start thinking about in groups can become a self-fulfilling prophecy.

  10. Question of scale by Livius · · Score: 3, Insightful

    With enough people, there will be someone with insightful information, and probably a balance of opinions. Searching for bugs in open source works a little like that.

    But in theory if a professional intelligence service had hard evidence that, for example, a politician is bluffing about something, then a policy can be adopted even if it goes against some conventional wisdom.

    For example, the information that Saddam Hussein's WMD programme was a hoax prevented a rash invasion...., um, never mind.

    1. Re:Question of scale by mikael · · Score: 4, Funny

      Both the British and Americans used the same government contact for their information, but they didn't tell each other who that contact was. In fact, they had different codenames for the person. When they cross-referenced each others information, they got two confirmations.

      --
      Vintage computer adverts: http://www.vintageadbrowser.com/computers-and-software-ads
    2. Re:Question of scale by Anonymous Coward · · Score: 0

      But they knew they didn't assign a single codename a person....

    3. Re:Question of scale by Anonymous Coward · · Score: 0

      The sad thing is there was nothing "rash" about it. They planned their bullshit, stacked it high. The armor was unnecessary for their objectives.

    4. Re:Question of scale by Livius · · Score: 1

      Professional intelligent agents were not fooled. People who only heard what they wanted to hear do not count as professionals.

    5. Re:Question of scale by Anonymous Coward · · Score: 0

      The fact that Saddam did everything he could to convince the world that he had WMDs also contributed.

    6. Re:Question of scale by ultranova · · Score: 1

      Professional intelligent agents were not fooled. People who only heard what they wanted to hear do not count as professionals.

      In my experience, professional people fool themselves all the time, and refuse to listen to anyone who contradicts them, so why would professional intelligence agents be an exception?

      CIA is "the Company"; like all others, it's run by pointy-haired bosses.

      --

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

    7. Re:Question of scale by Livius · · Score: 1

      Not the whole world. Plenty of people knew he was bluffing.

  11. Downsizing by Anonymous Coward · · Score: 0

    I would say the CIA agents between ~1947-2007/2008/2009 are smarter then 2010-2014 CIA agents since the ones pink sliped work in the private sector...

  12. Old news by Crashmarik · · Score: 3, Informative

    http://en.wikipedia.org/wiki/D...

    This has been known since the 60s. Only reason it keeps cropping up is the ego of the people involved in analysis, and the organizational inertia of the agencies involved.

    1. Re:Old news by Jmc23 · · Score: 1

      Did you read your link? Delphi method is basically what they are comparing against, a structured group of experts.

      --
      Don't complain about syntax, grammar, or spelling. There is no.hell like input on android.
    2. Re:Old news by Crashmarik · · Score: 1

      Not sure if you are trolling or not, but the articles make no mention of the comparison.

    3. Re:Old news by Jmc23 · · Score: 1

      If you read, and understood, your link and the article or website, then you would understand I'm not trolling. Of course, they then take their unstructured group and structure it to only contain 'experts'.

      --
      Don't complain about syntax, grammar, or spelling. There is no.hell like input on android.
  13. delphi method by Anonymous Coward · · Score: 0

    This sounds like the Delphi Method, developed by RAND in the 1950s.

    1. Re:delphi method by Jmc23 · · Score: 0

      Sounds like, but isn't.

      --
      Don't complain about syntax, grammar, or spelling. There is no.hell like input on android.
  14. Teela Brown by Anonymous Coward · · Score: 0

    Let's start breeding lucky people!

    1. Re:Teela Brown by K.+S.+Kyosuke · · Score: 1

      We're already doing that. ;-) (Unless you believe this world is so awful that it's better to never get conceived in the first place!)

      --
      Ezekiel 23:20
    2. Re:Teela Brown by TubeSteak · · Score: 1

      Maybe you missed the reference.
      Teela Brown is a character from Larry Niven's Ringworld series.
      Her defining characteristic is that she's a 6th generation of Birthright Lottery winners and thus, uniquely lucky.

      --
      [Fuck Beta]
      o0t!
    3. Re:Teela Brown by K.+S.+Kyosuke · · Score: 1

      I did indeed, but my point is that all of us are winners of one such lottery. :-)

      --
      Ezekiel 23:20
    4. Re:Teela Brown by CrimsonAvenger · · Score: 1

      but my point is that all of us are winners of one such lottery. :-)

      Alas, no.

      The Birthright Lotteries in question were a literal lottery held annually to allow someone to have a child.

      Everyone in the world was authorized to have one child.

      Then, special people were authorized more than one (geniuses, that sort of thing).

      And rich people were allowed to buy extra birthrights (the theory being that getting rich was a skill - note that taxation in place pretty much prevented inherited wealth).

      And finally, if there were not enough children being born to replace losses in any particular year, there was the Birthright Lottery - winners got a license to have a child.

      The odds of winning were on the orders of millions to one against. All of Teela's ancestors for the last six generations were winners of the Birthright Lottery. And she was lucky. Alas for the people who chose to send her to the Ringoworld, her luck did NOT extend to the people near her - odd things happened that were good for HER - if they were good for nearby people, cool, if not, tough....

      --

      "I do not agree with what you say, but I will defend to the death your right to say it"
  15. Summary is confusing by Anonymous Coward · · Score: 0

    What they set out to prove has nothing to do with Google vs. classified stuff, but lone analyst vs. crowd.

    According to one report, the predictions made by the Good Judgment Project are often better even than intelligence analysts with access to classified information

    That is much different than the summary's claim.

    The project is about testing a method of making predictions by using a large pool of people, wisdom of the crowd. That pool of people could very well be entirely composed of CIA analysts with access to classified information.

  16. Duh by Anonymous Coward · · Score: 0

    Anyone who specializes in a given field will become myopic. Having worked in the intelligence community for decades, I've seen it first hand hundreds of times. Great analysts become worse at their jobs over time as they become more convinced of their 'rightness' and less apt to all doubt or introspection to impact their judgement. Human nature. Next story.

  17. Fearfully by Anonymous Coward · · Score: 0

    Alex Jones is probably somewhere very near the top of that group. Woe is we! :)

  18. Read the article. by Anonymous Coward · · Score: 0

    You should read the article, as the summery is confusing.

    The project asks questions like, "What is the chance that North Korea will launch a multi-stage missile before June 2015?"

    People enter a guessed % of probability. They get 3000 random people to respond. People's guesses are wildly all over the place. However. . .

    When you average out all those responses, the resulting number is spooky accurate. So-called, "Wisdom of the crowd."

    Luck has both nothing, and everything to do with it.

    1. Re:Read the article. by pepty · · Score: 1

      "What is the chance that North Korea will launch a multi-stage missile before June 2015?" People enter a guessed % of probability. They get 3000 random people to respond. People's guesses are wildly all over the place. However. . .

      When you average out all those responses, the resulting number is spooky accurate. So-called, "Wisdom of the crowd."

      Luck has both nothing, and everything to do with it.

      How can a probability be spooky accurate when it is in reference to a singular event that can't be repeated over and over again?

    2. Re:Read the article. by ceoyoyo · · Score: 1

      You should read the article. There's a little section about "wisdom of crowds" and then the balance of it is about particular people they've selected as being super accurate, such as the pharmacist they use as an example. If you take enough people and ask them to guess randomly, some of their guesses will line up very nicely with the answers to any questions. Purely by luck. If you cherry pick these randomly lucky guessers and don't properly allow for your cherry picking in your calculation of expected performance, you will be misled badly.

      A different version of the same phenomenon confuses people who try to write classifiers. I have a friend who was trying to classify patients who did or did not have a disease. He put a bunch of measurements into the classifier, trained it, and look, it was 100% accurate! He was suspicious, so he put in a bunch of randomly generated numbers, trained it, and look, it was 100% accurate! Of course, neither version did any better than chance on data it hadn't been trained on.

    3. Re:Read the article. by Anonymous Coward · · Score: 0

      How can a probability be spooky accurate when it is in reference to a singular event that can't be repeated over and over again?

      Of course, you're right. I'd not thought of it correctly.

      I am going to presume that the study authors managed to work out a metric upon which to base their claims of accuracy versus inaccuracy which makes sense.

    4. Re:Read the article. by Anonymous Coward · · Score: 0

      They get 3000 random people to respond. People's guesses are wildly all over the place. However. . .

      When you average out all those responses, the resulting number is spooky accurate. So-called, "Wisdom of the crowd."

      Or, you know, it can turn out like when Reddit "helped" to identify suspects for the Boston marathon bombing.

      Oh, wait...

    5. Re:Read the article. by Anonymous Coward · · Score: 0

      For "wisdom of the crowds" to work, everyone has to make their guesses in isolation from each other*, that isn't what happened on Reddit.

      *It shouldn't actually make much difference with small sub-groups of the crowd having some influence, but it will break down when large sub-groups or the whole crowd is interacting with each other on the question in hand as some members of the groups will have disproportionate influence on each other without those members being more likely to be correct.

    6. Re:Read the article. by Anonymous Coward · · Score: 0

      I think it's telling that, as far as I heard, *no one* on Reddit suggested even one of the actual perpetrators as a suspect.

      So, this is one of those scenarios where the wisdom of the crowd was so incorrect they had apparently 0% chance of being correct at all. Yes, the echo chamber effect is a problem, but that's not the only critical failure of this "crowd wisdom".

    7. Re:Read the article. by Oligonicella · · Score: 1

      There's a big damned difference between predicting that there might or will be a bombing and naming an individual culprit.

    8. Re:Read the article. by Anonymous Coward · · Score: 0

      There's a big damned difference between predicting that there might or will be a bombing and naming an individual culprit.

      You know how some people used to bitch that "hacking" was a virtuous exercise in problem solving/repair/engineering and "cracking" was illegal computer intrusion (etc), but that the media had twisted it? Yeah... the term hacking means what the media says it does (computer crime) now.

      Same thing holds for wisdom of the crowd: people think of Reddit witchhunts and that one episode of House where the guy asked an internet forum for his diagnosis, not the prediction markets of InTrade (or, frankly, gambling on sporting events which is tantamount to the same thing).

      Argue against it all you want, but the term's definition has shifted.

  19. My drunken pet vole makes better predictions... by rumpledoll · · Score: 1

    My drunken pet vole makes better predictions than those idiots at the CIA. News at 11, Captain Obvious.

  20. Bell Curve by aaronb1138 · · Score: 1

    I doubt there is any field where one percent of laymen aren't vastly superior to the majority of professionals. The same applies to art, engineering, science, and any other field of study. This is statistically normal.

    1. Re:Bell Curve by grep+-v+'.*'+* · · Score: 1

      I doubt there is any field where one percent of laymen aren't vastly superior to the majority of professionals. ... This is statistically normal.

      Fine, but just like the quatrains of Nostradamus: can you identify them correctly beforehand? Counting the perfect hits after the fact isn't fair. (But then again I guess it worked for Miss Cleo for a while)

      BTW: 16th century Mr. N. is an idiot. But he's better than the current sales-people paying attention to him with 5 centuries more experience. Oh, and multiple Blood Moons are soon arriving -- buy your Tarot cards and ticket to safety now, before it's too late!

      --
      If the universe is someone's simulation -- does that mean the stars are just stuck pixels?
    2. Re:Bell Curve by TapeCutter · · Score: 3, Insightful

      Interesting, so why do "laymen" in the US keep electing zealots, crackpots, and "entrepreneurs" who are clearly lying to their face for fun and profit? Do you guys enjoy being treated with contempt?

      --
      And did you exchange a walk on part in the war for a lead role in a cage? - Pink Floyd.
    3. Re:Bell Curve by Anonymous Coward · · Score: 0

      We need public figures to vilify, so we can feel better about our own shitty decisions.

    4. Re:Bell Curve by Anonymous Coward · · Score: 0

      I believe many Americans enjoy *other* guys, guys they don't like, being treated with contempt.

    5. Re:Bell Curve by hibiki_r · · Score: 1

      That doesn't make any sense for things where training is needed though. 1% of laymen being better than civil engineers at building extremely large bridges? 1% of laymen being better at fixing cars than a mechanic? How about 1% of laymen being better at basketball than NBA players? It makes absolutely no sense, because we are talking about things where the training time is extremely valuable, and guessing at random will not help you, because there are too many possible answers.

      Even in yes/no questions, if 1% beats the professionals, it's because the questions are so hard, that the results might as well be random.

      The most you could say is that we are bad at putting the most talented people at a certain field in the right position to use their advantage. For instance, I doubt that the Americans that have the best potential to be soccer stars happen to pick soccer, if just because it's not a very popular sport here compared to most of the world. However, in something like Basketball, where it's very easy to identify talent, as being very tall is a major advantage, it's very likely that we are pretty close to the best there is in the population: For instance, 17% of people in the US that are 7 feet play, or have played, in the NBA!

      So yeah, that bell curve... go read again.

    6. Re:Bell Curve by Anonymous Coward · · Score: 0

      I don't trust the results of crowd wisdom in this case. First of all, the crowd is represents a cross-section of people with diverse biases and diverse suspicions. With large enough scale and enough diversity in the conspiracy theories the crowd dreams up, there's a great chance that some prediction will be right. Where the CIA differs from the crowd is that they have to be skillful at sifting through noise and finding information that is useful. The CIA's predictions have to be tempered with reason and likelihood and evidence that Google will not be privy too. So, why does it seem like the CIA gets everything wrong? Well, we don't exactly know all the things the CIA got correct because the CIA doesn't talk openly about things. Second, there's a lot of randomness in political events. The CIA can predict that a specific move by a foreign government will incite its citizens to protest. The CIA can predict the likelihood that a protest will get bloody and will lead to a military crackdown. The CIA cannot predict a knee-jerk reaction by a third-party foreign leader to make a bold political move such as annexing bits of Ukraine. Studies such as this one assume far to much equality between the information access available to the intelligence community and that available via Google search.

      Here are my predictions:

      1) Russia will attempt to annex lands in another former Soviet satellite or republic.
      2) A new domestic policy scandal will lead the opposition party to demand the firing of top officials in the ruling government

    7. Re:Bell Curve by idji · · Score: 1

      Laymen elect zealots, crackpots and "entrepreneurs" who are clearly lying to their fact for the Bread and Circuses

    8. Re:Bell Curve by Attila+Dimedici · · Score: 2

      That is because elections happen in a way that eliminates the most important aspect of crowd wisdom. In order for crowd wisdom to be reliable it must be insulated from being influenced by the charisma of individuals. There is no way to set up elections to do this. Actually, I wonder if the secret ballot may in a way actually exacerbate this problem.

      This thought just came to me now, so I do not think I can explain the reasoning as to why that might be so. I will try any way. It seems possible that the necessity of having to explain to one's peers the reason one made a choice which was unpopular with them might offset the amount which the individual charisma of the candidate (or the candidate's representatives) influenced the decision. The other way in which eliminating the secret ballot would influence the outcome is that it would make it harder to manufacture votes for a particular candidate, since everyone would have some idea how everyone else voted.

      --
      The truth is that all men having power ought to be mistrusted. James Madison
    9. Re:Bell Curve by Anonymous Coward · · Score: 0

      Maybe this "experiment" is a lie because the CIA is a part of the global network that plans everything.

      It makes no sense for the CIA to "predict" the rise of a right-wing eastern Europe when they help plan it.

  21. Professionalism and bullshit by Anonymous Coward · · Score: 0

    Seriously who could even argument against the fact that a democracy composed of fucking idiots wont like to vote for you ???

  22. Also... by Anonymous Coward · · Score: 0

    It has been shown that judges make just as good of decisions in family court than hired gun psychologists. The "psychology" industry as a whole wastes a lot of taxpayer money.

  23. Re:But why would the CIA release their best result by hey! · · Score: 2

    While I am sure there are occasional situations where it might be advantageous to be thought foolish and incompetent, in general this is likely a bad thing.

    It's like being thought *weak* in military terms. There in tactical situations you'd like the enemy to underestimate your strength, strategically it's better to be thought stronger than you actually are. If a hostile country is considering violating some treaty they have with us, we'd want them to think our intelligence agencies will catch them red-handed. Once they actually go down that road, we'd want them to think our agencies are completely incompetent.

    --
    Post may contain irony: discontinue use if experiencing mood swings, nausea or elevated blood pressure.
  24. How is this different? by Anonymous Coward · · Score: 0

    http://en.wikipedia.org/wiki/Ouija

  25. Have they not read Bruner? by mrgren · · Score: 1

    Two words: Delphi Pool. This is an idea from 1975's The Shockwave Rider.

    1. Re:Have they not read Bruner? by Anonymous Coward · · Score: 0

      Hate to break it to you but no one reads crappy Sci fi from the 70s.

  26. Can I Hear it for the.... â(TM) by Rooked_One · · Score: 1

    EYYYEEEEE ENNN TEEEE Ps?

    That's where it's at the...

    EYYYEEEEE ENNN TEEEE Pee... eeeeeees

  27. That is because CIA analysis is politicised by Anonymous Coward · · Score: 0

    The CIA pursues a self serving agenda, and their analysis is coloured by that. Although the CIA has a history of involvement in some of the worst crimes against humanity ever committed, and subverting democracy across the world, I do actually have a respect for some of their analysts. Listen to what they say. They are generally not stupid.

  28. Is it the group or its best? by ponos · · Score: 1

    I don't exactly get it. Is it the group as a whole that predicts accurately or its "best predictors"? Because clearly the first hypothesis favors direct democracy as a decision-making process. My intuitive guess is that when you pick a large enough group, some people within that group are clearly going to do better than specialists, because, in a certain way, they are themselves specialists.

  29. re: TapeCutter by Anonymous Coward · · Score: 0

    Your question implies 'laymen' have another option. They don't. The politcal process eliminates the very people it needs. It's a shortcoming of all political systems.

  30. Re:Common Knowlege by hoboroadie · · Score: 1

    I'm not particularly smart, but doesn't EVERYBODY already know those CIA fools are incompetent?

    --
    They feared that it could be used to suppress protest or support unpopular rule.
  31. Who are the Super Forecasters? by LF11 · · Score: 0

    I am really curious as to who makes up the "super forecasters" of these geopolitical problems. I suspect that they are merely the Libertarian contingent. 30 people out of 3000? Sounds about right.

    Or, alternatively, are they spiritual people? People who partaken in psychedelic experiences? What defines this group?

  32. Psychohistory by Sibko · · Score: 1

    This story actually really interested me - On its face, the idea of a website that does these things: Poses user-submitted predictive questions, with user profiles so you can track the most successful predictors, and probably some sort of range voting system for the actual voting process, seems like a really swell idea.

    Unfortunately, I've not nearly the technical skills or capability to jump into making a website that aggregates questions, votes, user statistics, graphs, profiles and so on. I went ahead and did the next best thing I could think of: http://psychohis7ory.blogspot....

  33. Re:Common Knowlege by q4Fry · · Score: 1

    If you compare it to the study, the CIA actually looks reasonably good.

    Out of the 3k people in the study, 3% (10 people) were able to make 30% better predictions. This sounds to me like the analysts would come down far ahead of most of a normal curve.

  34. Try coin flips by tomhath · · Score: 1

    Ask three thousand people to predict what sequence of heads and tails will come up when you flip a coin 30 times. A few of them will appear to have the ability to predict it correctly, at least in that sample.

    1. Re:Try coin flips by Anonymous Coward · · Score: 0

      Thanks for informing us that you know nothing about Statistics.

  35. Re:Common Knowlege by q4Fry · · Score: 1

    Whoops, sorry. Math fail. 90 people.

  36. Font problems? by Arker · · Score: 1

    It's much easier than that actually.

    Go tools-options-advanced (by fonts and colors.) Find 'allow sites to choose' and make sure that evil box is NOT checked. Then for each category of font make sure that the one selected is clean and easy to read. If not, change it. Hit ok, done.

    --
    =-=-=-=-=-=-=-=-=-=-=-=-=-=-
    Friends don't let friends enable ecmascript.
  37. So true; diversity & better tools may help too by Paul+Fernhout · · Score: 2

    By someone else: http://www.amazon.com/The-Diff...

    By me on the need for better intelligence tools for the public: http://pcast.ideascale.com/a/d...
    http://www.phibetaiota.net/201...

    By me on the security clearance process reduces cognitive diversity in three letter agencies: http://www.phibetaiota.net/201...
    "This essay discusses how the USA's security clearance process (mainly related to ensuring secrecy) may [ironically] have a counter-productive negative effect on the USA's national security by reducing "cognitive diversity" among security professionals. "

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
  38. Remember when the government attempted this by will_die · · Score: 1

    The US Government came out with an idea to do this for terrorist attacks after 9/11 where people with knowledge in the areas of the middle east, various groups and other specialties would be invited to a program they could make forecasts. Those that were correct would have money donated to their university or another organization of their choice.
    Liberals came out and called it the idea of a bunch of crazies.

  39. What aqbout the madness of crowds? by plopez · · Score: 1

    People speak of the wisdom of crowds but the madness of crowds create things such as financial crashes or stupid wars.
    Shall we discuss and research this?

    --
    putting the 'B' in LGBTQ+
    1. Re:What aqbout the madness of crowds? by rmdingler · · Score: 1

      A person is smart. People are dumb, panicky dangerous animals, and you know it.

      --
      Happiness in intelligent people is the rarest thing I know.

      Ernest Hemingway

  40. Re:So true; diversity & better tools may help by Arker · · Score: 1

    Robert Anton Wilson summed it up nicely many years ago: "National security is the number one cause of national insecurity."

    --
    =-=-=-=-=-=-=-=-=-=-=-=-=-=-
    Friends don't let friends enable ecmascript.
  41. RAW sounds like he was quite a guy; thanks by Paul+Fernhout · · Score: 1

    Even to suggesting a "basic income": http://en.wikipedia.org/wiki/R...
    http://www.rawilson.com/home.h...
    http://www.rawilson.com/though...
    http://deoxy.org/raw.htm

    Thanks for the pointer. I'd be curious where specifically (which book or other writing) wherein he says that, if you know off-hand.

    --
    A 21st century issue: the irony of technologies of abundance in the hands of those still thinking in terms of scarcity.
    1. Re:RAW sounds like he was quite a guy; thanks by Arker · · Score: 1

      I believe if you can find a copy of 'the Illuminati Papers' that would be the most prominent point. IIRC he actually made the assertion repeatedly, in several books, but always referring back to that.

      --
      =-=-=-=-=-=-=-=-=-=-=-=-=-=-
      Friends don't let friends enable ecmascript.