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Subject:
The End of the Human Species
Category: Science > Math Asked by: gts-ga List Price: $5.00 |
Posted:
22 Jul 2002 20:29 PDT
Expires: 21 Aug 2002 20:29 PDT Question ID: 44007 |
I cannot claim to be the first person to think of this problem. However I am certainly one of its most interested custodians. :) I will present it in my own words: Suppose you have two buckets of marbles in front of you. You know one bucket contains 10 marbles and that the other contains 1 million marbles. The marbles in each bucket are labled 1, 2, 3, 4, etc. This is to say that in one bucket the marbles are labled from 1 to 10, while in the other bucket they are labled from 1 to 1,000,000. You know all this but you don't know which bucket is which. You reach into a randomly chosen bucket and withdraw a marble without looking into the bucket. The marble is number 6. That your chosen marble is number 6 is very strong evidence that the bucket from which you pulled the marble is the one that contains only 10 marbles. The probability that that you would choose a marble numbered 6 from a bucket containing 1 million marbles is miniscule, while the probability that you would choose number 6 from a bucket containing 10 marbles is relatively high. The actual posterior probablity that your chosen bucket contains 10 marbles is roughly 0.999, very close to 1 (certainty). The above should be considered as fact, because it is fact. Now then here is my question: Consider two possible scenarios for the human species, Scenario 1 and Scenario 2. Scenario 1 In this first scenario our species becomes extinct in the very near future, such that the total number of humans ever to live is close to the present number to have ever lived (about 60 billion). Scenario 2 In this second scenario our species survives and goes on to colonize other planets in other solar systems over the next many thousand years. In this scenario the total number of humans ever to live might be something like 20 trillian. The two scenarios are analagous to the two buckets of marbles above. Now you find yourself looking at your personal marble number (your personal marble number is your numerical place in the sequence of human births). Because only about 60 billion humans have ever lived, and because you are among the most recent of them, your number is a number close to 60 billion. Because your number is close to 60 billion and nothing remotely close to, say, 20 trillion, the human species is extremely likely to become extinct in the near future. This is so for the same reason that you were extremely likely to have selected a marble from the 10 marble jar in the first part of this message. Therefore, contrary to our intuition and native optimism, we humans are doomed to become extinct much sooner than we would expect. What, if anything, is wrong with this argument? -gts |
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Subject:
Re: The End of the Human Species
Answered By: blader-ga on 22 Jul 2002 21:33 PDT Rated: ![]() |
Dear gta: Thank you for another interesting math question. The flaw in your argument is one of a false bifurcation. You have assumed two choices: #1. Humans will inevitably become extinct very soon. #2. Humans have populated the galaxy. However, the unproven assumption is that given there are 60 billion people who have ever lived, we will become extinct. This assumption has nothing to do with what number I am. You relied on the assumption that we WILL become extinct in the near future, and only if your assumption in indeed true, will your conclusion hold. But you will need to prove your assumption to be true first. If and only if it is a given assumption, will the conclusion hold. For example, I could easily rewrite your problem this way: Scenario 1 In this first scenario our species becomes pink furry bunnies wearing bikinisin the very near future, such that the total number of humans ever to live is close to the present number to have ever lived (about 60 billion). Now you find yourself looking at your personal marble number (your personal marble number is your numerical place in the sequence of human births). Because only about 60 billion humans have ever lived, and because you are among the most recent of them, your number is a number close to 60 billion. Because your number is close to 60 billion and nothing remotely close to, say, 20 trillion, the human species is extremely likely to become pink furry bunnies wearing bikinis in the near future. This is so for the same reason that you were extremely likely to have selected a marble from the 10 marble jar in the first part of this message. Do you see the problem here? I'm assuming that we WILL become pink furry bunnies wearing bikinis, without proving it so. So, the scenario is meaningless. I hope this answers your question! If you need any clarifications, please don't hesitate to ask. Best Regards, blader-ga | |
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gts-ga
rated this answer:![]() An 'A' for effort. :) |
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Subject:
Re: The End of the Human Species
From: terra-ga on 22 Jul 2002 22:44 PDT |
Actually, I discussed this problem in the context of a probability course. The class came to the consensus that the argument was flawed. The problem lies in the phrase "You reach into a randomly chosen bucket". You skimmed over a key assumption here: what you really meant is that you chose a marble from one of the two buckets with *equal probability*. (In a strict mathematical sense, "randomly" implies nothing about the probabilities except that they aren't 0 or 1.) Making this assumption explicit makes the argument much more dubious. In a situation where you pick a marble from two buckets, it is certainly plausible that you do so with 50-50 chance. But does this assumption hold when discussing probability of birth? We know absolutely nothing about the probability distribution that decides who you are born as. There is no evidence to suggest that it is uniformly distributed across all humans who ever will live. Maybe for some reason there was a high probability that you should be born as yourself. The tools of probability cannot be applied in any way on a completely unknown distribution. Probability has lots of subtle gotchas, I get caught by them all the time too :). Be very wary of seemingly plausible arguments based on probabilities. Hope this helps. (By the way, I think I posted a partial comment by mistake. Sorry.) |
Subject:
Re: The End of the Human Species
From: snapanswer-ga on 22 Jul 2002 23:04 PDT |
My issue with the problem is that it seems dependent upon the timing of when one pulls their marble from the bucket. Also, your two buckets exist simultaneously as "stated fact" and can be accepted as stated fact. However, your two scenarios for the human species, which you offer as parallels, are based upon projections to unknown outcomes. First, timing. For your model to hold up, wouldn't it need to also hold up if I travelled back in time to draw similar marbles from similar buckets? Let's say there had only been 1 million people living up to that time, and the scenarios were between the human species making it to 1 million people and soon going extinct or reaching 60 billion and mastering global resources. When I travel back in time and pull my marble from the "1 million bucket" it would tell me the species should go extinct soon... when in fact, we later find that the human species went on to 60 billion. Either, I guessed incorrectly at which bucket I pulled from, or, the bucket model simply had no way to correctly indicate a scenario based upon unknown outcomes. Second, comparing buckets of marbles to stated projections to unknown outcomes. If I pull a theoretical marble from the 60 billion bucket, it may indicate the odds that I am part of a population measured in billions rather than trillions. However, it does not follow that the 60 billion bucket necessarily indicates future extinction. Likewise, had I pulled from the 20 trillions bucket, it would not necessarily indicate that the human species had colonized other planets. Since I have not put this into mathematical vocabulary for common errors, I would be curious to know if my objections come close, and what the correct vocabulary would be. The best I could muster is that your problem seems to based upon a spurious correlation between pulling marbles from buckets and projecting future outcomes for humanity. (However, that can't be correct, since a spurious correlation should at least appear accurate without evidence, while the stated problem at no time appears to correlate) <grin>. |
Subject:
Re: The End of the Human Species
From: gts-ga on 23 Jul 2002 10:48 PDT |
terra-ga wrote: "The problem lies in the phrase "You reach into a randomly chosen bucket". You skimmed over a key assumption here: what you really meant is that you chose a marble from one of the two buckets with *equal probability*. (In a strict mathematical sense, "randomly" implies nothing about the probabilities except that they aren't 0 or 1.)" I understand what you're saying but I do not see how it solves the real-world problem faced by us as we prognisticate about the future of our species. In the real problem (not the marble analogy) there is no "randomly chosen bucket" with equal probability or otherwise. In the real-world problem you simply find yourself to be of human birth order rank approximately 60 billion. You then realize the following (which may or may not be true): If the human species is destined to be a long term success, such that the total number of humans ever to live will be numbered in the many hundreds of billions or trillions, then the total number of humans to live thus far is a only a small fraction of the total number of humans that will live. It is extremely improbable that I should have been born among this small fraction of humans. It is therefore extremely unlikely that humanity is destined to be a long term success. |
Subject:
Re: The End of the Human Species
From: gts-ga on 23 Jul 2002 11:12 PDT |
continuing, terra-ga also wrote: "We know absolutely nothing about the probability distribution that decides who you are born as. There is no evidence to suggest that it is uniformly distributed across all humans who ever will live. Maybe for some reason there was a high probability that you should be born as yourself. This seems to be an interesting approach to the problem, but it also seems like nonsense. What is the meaning of this statement? "Maybe for some reason there was a high probability that you should be born as yourself." ?? How could I possibly have been born as someone other than myself? I'd say the probability of being born as oneself is very close to 1.:-) |
Subject:
Re: The End of the Human Species
From: s_milberg-ga on 23 Jul 2002 11:23 PDT |
It seems to me the bucket we have been drawn from is not the bucket you'd need in order to make an educated guess about extinction of humanity. Due to our inability to pick across times (in particular in the future), any time you pick someone's birth rank you'll get a number someplace between 55 and 61 B. Always. If your picking a certain birth rank from a bucket is to give an indication of the total numbers of birth ranks available, your bucket should contain all time periods, regardless of whether those time periods contain birthranks: your bucket right now: 60 B birthranks, time period -14B b.c to 2002 a.d. the 10 marble bucket: 60 B birthranks, time period -14B b.c to infinity a.d. the 10^6 marble bucket: 1,200,000 B birthranks, time period -14 b.c. to infinity a.d. By mere virtue of being alive today, you are stuck with bucket number one, which is different from bucket number 2. If you could draw from a bucket that had an infinite time span, and you picked 60B, then you would have good reason to be worried. Somehow, you would have to be able to reach through space time the same way we can reach through space when you go to grab the marble. my 2 cents. |
Subject:
Re: The End of the Human Species
From: fleejagoob-ga on 23 Jul 2002 12:06 PDT |
Using this same logic, it is extremely unlikely that any individual is the last person to be born. While it is unlikely that you would reach into the million ball bucket and pull out a ball within the range of the ten ball bucket, it is even less likely that you would pull out number 1,000,000. So does this slim chance of anyone being the last person born indicate that I should expect humanity to go on forever? My chances get better every day... |
Subject:
Re: The End of the Human Species
From: gts-ga on 23 Jul 2002 13:09 PDT |
snapanswer-ga wrote: "First, timing. For your model to hold up, wouldn't it need to also hold up if I travelled back in time to draw similar marbles from similar buckets?" Perhaps, but time travel is not possible in this universe. I don't know what the laws of probability would look like in a world in which we could travel backwards in time, but I can guess they would not be the same laws that concern us here in this question. We can know only what we can know here in the year 2002. You continued: "If I pull a theoretical marble from the 60 billion bucket, it may indicate the odds that I am part of a population measured in billions rather than trillions. However, it does not follow that the 60 billion bucket necessarily indicates future extinction." How then do you explain the fact that your population is measured in billions rather than trillions (keeping in mind that we are counting all members of the population in the past, present and future). Apparently something happened in your population to limit its size. "Likewise,had I pulled from the 20 trillions bucket, it would not necessarily indicate that the human species had colonized other planets." The question of whether or not we colonize other planets is completely irrelevant. I mentioned it only to make the optimistic scenario easier to conceptualize. |
Subject:
Re: The End of the Human Species
From: stockzguy-ga on 24 Jul 2002 01:45 PDT |
Since my sister already wears pink bunny slippers, as do many females, is it not just a matter of time until we evolve into them? That way we don't have to worry about where da heck did I put my pink bunny slippers? Or, the cat is sleeping in them:) |
Subject:
Re: The End of the Human Species
From: chinaski-ga on 25 Jul 2002 20:32 PDT |
Good question gts. I wanted to add my 2c worth because I feel like the comments haven't yet reached the heart of the matter. There are two points to make. The first has been touched on already. (1) Using this sort of logic, every human ever born, starting with the first caveman, would have concluded that the end of the species was near. They all would have been wrong. One may conclude that this statistical argument does not provide a reliable way of estimating WHEN we will become extinct. (2) Now consider the ensemble of all past, present, and future humans, and assume that each followed / follows / will follow this logic and conclude that the end is near. What fraction of them will get the answer right? We know that so far this approach has only given the wrong answer, but under your implicit assumption that the population is rapidly rising, most people would get the right answer by following your logic. ie, if the population is rapidly rising, then most people will be born just before the end, and so if all people always assume the end is near, most people will be correct. But I don't think it's true that the population must keep rapidly rising until a sudden mass extinction at the end. Few species have followed that path. Instead populations tend to level out at some fixed level and stay near that level for a long time. Suppose humans are like other species, and our population reaches 10 billion (say) and then levels out. In this case it isn't necessarily true that most past/present/future people will get the right answer with your approach. If, eg, the population stays at 10 billion for 50 generations before a sudden cataclysm, then only ~2% of people who assumed the end was near would have been right. The best justification for your argument seems to be the claim that most people who adopt it will get the right answer; but this claim is only true if one assumes that the number of humans will shoot up rapidly until the end. chinaski |
Subject:
Re: The End of the Human Species
From: gts-ga on 26 Jul 2002 09:19 PDT |
Thanks for your comments, chinaski. You wrote: "What fraction of them will get the answer right? We know that so far this approach has only given the wrong answer, but under your implicit assumption that the population is rapidly rising, most people would get the right answer by following your logic. ie, if the population is rapidly rising, then most people will be born just before the end, and so if all people always assume the end is near, most people will be correct." Yes. This goes also to the "timing" objection posted earlier by snapanswer. While it's true that someone in, say, 500 BC would have been dead wrong to accept the conclusions of the doomsday argument, if every human who has ever lived had accepted the conclusion then the vast majority of them could still be correct. "But I don't think it's true that the population must keep rapidly rising until a sudden mass extinction at the end." There is no need to accept that as truth for the argument to hold. It only matters that the population has risen rapidly in size in the past. "In this case it isn't necessarily true that most past/present/future people will get the right answer with your approach." We are not interested in obtaining the right answer for future people, (even assuming there will be some). |
Subject:
Re: The End of the Human Species
From: gts-ga on 26 Jul 2002 09:44 PDT |
By the way, I find it amusing and ironic (and a little frightening) that astronomers just discovered an asteroid heading for earth, due to hit in 2019. As far as they can tell so far, the asteriod is on a dead-on course to earth. And it's big enough to cause our extinction, similar to the one that probably caused the extinction of dinosaurs. They're counting on experimental error to save us, hoping that future observations and calculations will show that the asteroid will miss us. It's rather strange that the future of the human species now depends on our best scientists being *wrong*. |
Subject:
Re: The End of the Human Species
From: rubik-ga on 26 Jul 2002 12:24 PDT |
I have several ways to disprove this. 1. In your analagy, you spoke of two buckets of marbles; this analogy cannot be applied to the human species as you do, blader was on the right track, but didn't dive it home. I will explain using your marble analogy. Can any one marble be in two places at the same time? No, it is impossible. You cannot have 2 buckets of marbles that both contain the marbles 1,2,3,4,5,6,7,8,9,10. Either they are in one bucket, or the other. They cannot be in both buckets at the same time. If I pull a marble numbered 6 from one of the buckets, there is 0% chance that it is in the other bucket. Apply this to the human species, you cannot have the same human in both scenarios; therefore, they must be in the same group, of 1-20 trillian. Then the odds that you will pull any number from that group are identically the same. 2. You give an example of a human count that has 20 trillian people in it, using a similar rational that you did. What are the odds that the population of 20 trillian people WILL NOT make it to reach a count of 20 trillian and 1? It approaches 0%. Since you only gave a sample of 2, and this civilization is at 60 billion, the odds that it WILL NOT reach a count of 20 trillian is significantly closer to 0% using the same logic as you used in your question. If you could give me a group of 100 human civilizations, and how humans existed in it up to the point of extinction, then we could add up all the numbers and divide by 100 to predict the average. A case of two will not work, as there is too much room for error. |
Subject:
Re: The End of the Human Species
From: gts-ga on 26 Jul 2002 13:22 PDT |
Thanks for the attempt, rubik, but your arguments fail... You wrote: "1... Can any one marble be in two places at the same time? No, it is impossible. You cannot have 2 buckets of marbles that both contain the marbles 1,2,3,4,5,6,7,8,9,10.Either they are in one bucket, or the other." I can change my analogy slightly to avoid that complication. Imagine there is only one bucket in front of you, and only one set of marbles. The bucket contains either 10 or 1,000,000 marbles. You pull a marble and find it to be number six. This means the bucket almost certainly contains only ten marbles. In the same way, there is only one true complete count of the human species. In one possible count it ends at around 60 billion. In another possible count it is numbered in the trillions. You check your personal count and find it to be about 60 billion. This is strong evidence that the complete count of the human species will not be much more than about 60 billion. Your second argument also fails... "2. You give an example of a human count that has 20 trillian people in it, using a similar rational that you did. What are the odds that the population of 20 trillian people WILL NOT make it to reach a count of 20 trillian and 1? It approaches 0%. Since you only gave a sample of 2, and this civilization is at 60 billion, the odds that it WILL NOT reach a count of 20 trillian is significantly closer to 0% using the same logic as you used in your question. If you could give me a group of 100 human civilizations, and how humans existed in it up to the point of extinction, then we could add up all the numbers and divide by 100 to predict the average. A case of two will not work, as there is too much room for error." It is not necessary that we assign absolute cardinality to either of the two scenarios. The argument holds if one assumes any two possible scenarios such that in the first the human species dies out after about 60 billion and in the second it goes on to any number much higher than 60 billion. |
Subject:
Re: The End of the Human Species
From: asterisk_man-ga on 16 Aug 2002 05:02 PDT |
Not that I think this thread is still open but I can't resist. It seems to me that the problem lies in the fact that the marble experiment is very different from the human population experiment in one key way. A marble isn't chosen until all marbles are placed into their respective buckets. However, the human in question is chosen while the populations of both scenarios are still being built up. So this is analgous to saying that you have chosen a marble numbered 6 after only the first 6 marbles have been added to each bucket. At that point you know nothing about which bucket you have chosen because you have no way of knowing the final totals in each bucket. I know I'm probably leaving out some important clarifications but seeing as how the thread's been dead for half a month or so I won't waste any more time. (o: |
Subject:
Re: The End of the Human Species
From: warner-ga on 15 Sep 2002 03:12 PDT |
asterisk_man I think your dead on with that. I know its been a month but I just found this thread and I can't resist posting either. I was about 3/4th of the way thru it when I went and took a shower and I had an interesting thought that might relate to this. We are making two, posably eronios assumptions: 1) That the number of humans that have ever lived is finite. 2) That the number of humans that will have ever lived is finite. If the number of humans that have ever lived is finite where did we start? and how? If we can't answer these questions we have no idea what our number even is. Now if can answer these questions (God created adam/two aomeba decide to have a party one day) is there anything to say that our creation was a unique one time thing? Supose this has all happened before? However unlikely it was, we know it happened once. So what are the odds of it happening again? Can we prove that the odds of it happening again are zero? If we can't prove this then even if the human population ever reaches zero we are not assured that exstinction has occured. If we can't prove that it wont happen again we also can't prove that it hasn't happened before. And if it could have happened before we still don't even know our number. For all we know we have already spread out and colonized the stars. And may evolve into a species that never dies out. While this may be unlikely if it is even remotely posible then we don't know anything about the population of this distribution. Just something for anyone who finds this to kick around |
Subject:
Re: The End of the Human Species
From: mharoks-ga on 24 Jan 2005 18:51 PST |
Interesting question. Here are a few more thoughts: (1) I think you are running into a faulty understanding of the nature of time. If the human race ends at 61 billion people, then the possibility of 20 trillion never existed, and the comparison makes no sense. This ties in with what was said about the 1 millionth person, who also would have been mistaken in thinking the race would die out. The temporal order of the sequence has no bearing on the question of when the sequence will end. There's no reliable information about the possible number of humans that will ever exist, and hence, the number that you are (say 60 billion exactly) has absolutely no bearing on the future number that is possible. Let's try another example. Suppose I'm the 10,000th person to have ever listened to the music group Cinerama (formed within the last decade). 20,000 years from now, suppose 100 billion people have listened to them (ha ha). The fact that I'm 10,000 is irrelevant to predicting the future of the listeners, or the end of the species, because the # of people possible could only have been a small number during this time period, and I happen to exist now when small numbers were possible. A million years from now, only larger numbers will be possible (okay, for listening to Cinerama it may still be a small number...let's hope not). (2) The analogy that one would have an equal chance of being chosen from the "bin" of 60 billion is faulty. Suppose you were born in 1970. Say another 100 million people were born that year. You couldn't have realistically been born prior to then, so the "bin" really contains a much smaller number of people than you imagine. The comparison is not between 60 billion and 20 trillion. (3) You seem to be dazzled by the big numbers involved. Try this. Assume there have been a billion billion ants on the planet in its history. Thus, because an ant that starts life today is the billion billionth, ants will soon become extinct because the this ant isn't the billion billion billionth. Huh? Where's the causality? There has to be a name for this statistical fallacy...but what? |
Subject:
Re: The End of the Human Species
From: fluxrez-ga on 07 Feb 2005 17:04 PST |
How about this wrench What if we ARE from the 20 trillion bucket We have no way of knowing that 60 billion people existed thus far. For all we know we came from distant galaxy, crash landed here and had to start technology from scratch? Its possible! |
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