[tt] Tierney Lab: How Nigh Is the End?
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Tierney Lab: How Nigh Is the End?
Predictions for Geysers, Marriages, Poker Streaks and the Human Race
http://tierneylab.blogs.nytimes.com/2007/07/16/how-nigh-is-the-end-predictions-for-geysers-marriages-poker-streaks-and-the-human-race/
7.6.16, 8:11 pm
By John Tierney
Imagine you have just landed on another planet and entered Geyser
Intergalactic Park. You know nothing about geysers except that they
sometimes start shooting liquid and sometimes stop. You see two
active geysers, each with a digital stopwatch next to it recording
how long it's been shooting. One geyser has been shooting for 100
million years. The other has been shooting for 10 seconds.
Can you predict which of these geysers will stop first?
You may think there's an easy answer, but it's not so clear to the
philosophers and probability experts who have been debating the
predictions of J. Richard Gott III, the Princeton physicist whom I
discuss in my Findings column. He says you can make forecasts with
95-percent certainty about the likely longevity of the human race -
or your marriage, or your winning streak at the poker table --
simply by looking at how long it has existed. The longer something's
been around, the longer he expects it to last.
By that logic, you should expect the 10-second geyser to stop first,
but it's not so simple, as Bradley Monton and Brian Kierland explain
in an excellent article in the Philosophical Quarterly. These
philosophers - at the University of Colorado and the University of
Missouri, respectively - took a long look at the debate over Dr.
Gott's forecasting method.
Dr. Gott's Copernican Formula assumes that whatever you're observing
is unlikely to still be in the first one-fortieth of its lifespan,
so if it's already been around for x amount of time, it's unlikely
to last an additional 39x amount of time. Conversely, it's probably
not very close to its demise -- - it's probably still in the first
39/40 of its total lifespan, not in the final 1/40 -- so you can
predict that its remaining life is likely to be at least 1/39th of
x.
Dr. Gott applied his formula to the plays and musicals that were
open on Broadway the day his original paper was published in Nature
in 1993. Of the 44 Broadway productions, 40 have closed within the
forecast limits (including "Cats," then being advertised as "now and
forever.") Depending on what happens with the remaining four - none
is yet near its upper limit - Dr. Gott's accuracy rate will be
somewhere between 90 and 100 percent, which jibes nicely with the
95-percent accuracy rate that his formula is supposed to yield.
He has had other successes, too, and says he hasn't seen the formula
fail yet, but he acknowledges certain obvious limitations. Using
just the Copernican Formula, you'd predict that a 10-year-old dog is
likely to live longer than for a two-month-old puppy. If you have
other information available - like the average lifespan of a dog -
then you can use that to make better predictions.
Nor does Dr. Gott's method work in every situation. Suppose you're
at a wedding and observe that a couple has been married for
precisely 1 minute. Could you predict that their marriage is
unlikely to last more than 39 additional minutes? No, because you've
been invited to observe the beginning of this marriage, so you know
you're seeing it at a special point in time. Dr. Gott wouldn't apply
his formula here because it's based on the Copernican Principle -
the assumption that you're not observing something at a special
point in time.
Now let's return to Geyser Intergalactic Park. Does the Copernican
Principle apply here? Can you assume that you're not observing these
geysers at a special point in time? Some of Dr. Gott's critics
insist you can't be sure and therefore cannot make any predictions
about whether the 10-second geyser will stop before the
100-million-year geyser. A strict agnostic could argue that you know
nothing at all about the lifetime of geysers, as Dr. Monton and Dr.
Kierland explain his reasoning:
Thus, for all you know, almost all geysers last for slightly more
than 100 million years, and only a very few geysers last for just
somewhat more than 10 seconds. Also, for all you know, most
geysers in the park started about 100 million years ago, so it is
currently commonplace to witness the end of one. Thus, for all
you know, it is the end of the 10-second geyser that is the
unusual event. Since you don't have any empirical data, you don't
know whether to be surprised at witnessing the end of the
100-million-year geyser or at witnessing the end of the 10-second
geyser.
Well, an agnostic could claim not to be surprised to see the
100-million-year-old geyser suddenly peter out. But Dr. Monton and
and Dr. Kierland don't buy that reasoning. While the agnostic's
scenario may be one possibility, they write, "there are many other
possibilities where witnessing the end of that geyser is surprising.
It simply seems more likely to us that one of those later
possibilities is the actual one." They proceed through a lengthy
analysis of Bayesian probability and other theories, finding fault
with some aspects Dr. Gott's argument, but ultimately concluding:
We agree with the core thesis in Gott's argument: in many
circumstances, the greater the present age of a process, the more
likely a longer future duration. What makes Gott's argument so
fascinating is that one can generate predictions of future
longevity based on minimal empirical information: the only
empirical input is the present age of the process.
I asked Dr. Monton to offer a few more thoughts to readers of this
blog about the implications of what he calls the "Gott-like shift"
in the way you calculate probabilities once you consider how long
something has been around. Here's what Dr. Monton had to say:
Think about relationships -- while one wouldn't want to use
exactly the Copernican Formula to predict how long one's
relationship is going to last, something like the Copernican
Formula can provide useful guidance. For example, I have friends
who sometimes fall very hard for a person, after only being with
them for a short time. Applying a Gott-like shift can (correctly)
remind one that there's a good chance that the relationship won't
last very long. Here's a related point: if one hasn't been in a
relationship very long, and one has a fight, it would be
reasonable to think that that could foretell the end of the
relationship. But it would be more unreasonable to think that in
a situation where one has been in a relationship for a long
period of time.
Another example is poker (a game I like to play). When a player
goes on a winning streak, they often (mistakenly) attribute that
to their good play, not luck, and think that the winning will
likely continue. If they remind themselves that the winning
streak hasn't been going on that long, and apply a Gott-like
shift, that can give them reason to think that the winning streak
might not continue.
One reason I like these examples is that much more sophisticated
reasoning could come into play, to make more accurate predictions
than one would get from Gott-like reasoning. (For example,
there's data on the longevity of relationships, and on what sorts
of fights end relationships, and a poker player's play can be
analyzed, to determine to what extent the winnings should be
attributed to skill.) But in the absence of this sort of
information or analysis, Gott-like reasoning can nevertheless be
helpful.
Oh, and regarding colonizing space, I think Gott is right -- it
should be a major priority that we work on establishing
self-sufficient colonies on other planets. Technology hasn't been
around very long, and in the absence of evidence this should lead
us to think that it's likely that it won't be around very long in
the future. But we shouldn't be fatalistic about Copernican
Principle predictions -- there are things we can do to make it
more likely that technology-adept intelligent life will continue
to be around in the future. Besides the obvious things we can do
(e.g. controlling loose nukes, preventing pandemics),
establishing self-sufficient colonies will clearly make a
difference.
I'm all for establishing space colonies, too, and I used to assume
they were our destiny once we evolved a little further. But now Dr.
Gott has pointed out the problem with the common science-fiction
idea that we're just a small, primitive civilization among advanced
ones that are already busy colonizing their galaxies. According to
the Copernican Principle, we're more likely to be living in one of
the universe's larger and longer-lived civilizations (for the same
statistical reason that a randomly chosen American is likely to be
from a town that's larger than the median size -- those large towns
have a disproportionate number of people in them). Since we haven't
yet colonized any other planets, maybe most civilizations never end
up doing so.
In fact, we could assume that the typical civilization reaches our
stage of development, applies the Copernican principle, realizes
that it's 95-percent certain to go extinct unless it takes an
extraordinary step like colonizing other planets -- and then goes
extinct even though it's aware of its eventual doom.
Is that going to happen to us, too? What can we do to beat those
odds?
98 comments so far... [This is all of them.]
1. July 16th, 2007 10:48 pmThe problem with Rich Gott's method is not that
there's anythingwrong with the assumptions, but that it, since it doesn't
relyon supplemental data, it encourages people not to take intoaccount
supplemental data even when it exists. In the examplethat Monton gives
about his friends and their relationships, thesupplemental data is how
long their previous relationships havelasted. Different people are
obviously quite different, and oneought to take this into account when
figuring out if therelationship will survive a fight after a month. In a
Bayesianinterpretation, one would talk about assigning an appropriateprior
probability.In the case of space colonies, there is a lot of
previousinformation based on the history of exploration and colonizationon
Earth. I know it's not exactly the same, but there are a lotof
similarities, based on the difficulty of establishing,supplying, and
administering far-flung outposts. In this case, Ithink the historical
record is pretty pessimistic. While somecolonies have succeeded, quite
often the effort of colonizing isvastly expensive or even ruinous to the
colonizing power (I'mnot even talking about fighting the natives, but just
the effortand infrastructure of transporting over long distances).
TheSpanish colonies in South America are one example. It's possiblethat
they hastened Spain's fall as a great power rather thandelaying it.
--posted by Benjamin W.
2. July 16th, 2007 10:56 pmI wish I had a more interesting comment to
make, but all thatcomes to mind is "wow!" That is some amazing stuff.
--posted by Jeff Sachs
3. July 17th, 2007 12:12 amThis seems absurd. Let's define life as
replicating information.On earth, that has been going on for approximately
500 millionyears. So using the Copernican assumption, it will continue
foranother 24,500 million years. Apply Darwinian evolution toreplicating
information, and you inevitably get complexity. Socomplex replicating
information will continue on earth for anextremely long time. Will it be
life as we know it -- aye that'sthe rub!
--posted by dgalbrai
4. July 17th, 2007 12:17 amThe premise of having to secure a Mars colony
to ensure thesurvival of the human race could be flawed due to
inadequateapplication of cynicism in regards to human politics
andhistory.Mankind has been at war with itself constantly, and due
toindustrialization, we have discovered the ability to do greaterand
greater, irresponsible harm to ourselves and our environment-- through
military weaponry of mass destruction, and callousapathy to the
consequences of our mass consumption.Even in the age of industrialized
war, the destruction ofthousands of soldiers and innocent plebians have
not causedleaders & elites to openly shed tears & express regret or
guiltat their demise.The only reason our world wars stopped at #2, is
because of thedevelopment of nuclear weapons and mutually assured
destruction.The elites who devise these wars faced their own
destruction,and thus there is hesitation. And in this transnational
economy,elites can gain profit from exploiting other nations, and faceloss
of assets from wars that are a tad too destructive.However, if such
warmongering elites can flee the Earth andsafely enjoy their luxuries far
away, they would not even haveto touch the consequences of destructive,
irresponsible,decisions such as war, pollution, social chaos,
culturaldecline, in the course of their exploitation of the Earth,
itsenvironment, and its people.And/or irresponsible leaders could start a
doomsday war onEarth, and then flee with their families and their
equallyguilty advisors & ideologues for a safe colony, without facingthe
repercussions of their malign management.There are many cynical social and
political issues to face, aswell as the question of ownership of these
space colonies. Ishumanity mature enough to grow up? And will it rise to
theoccasion to identify and resolve persistent social issues
beforespreading war, injustice, exploitation, and oppression to
thesecolonies?
--posted by Volt Rare
5. July 17th, 2007 1:29 amThere is no galactic colonization paradox. If
galacticcolonization is possible, then there will never be more than
oneintelligent species per galaxy. Any intelligent species thatevolves
anywhere in any galaxy will either: 1) destroy itselfinstantly (on a
galactic time scale, that is), or 2) instantly(again, on a galactic time
scale) colonize the entire galaxy.The first time 2) happens, that is the
end of the game -- theentire galaxy will be occupied, and no more
intelligent specieswill evolve. And that one species will always be alone.
As weseem to be now. So where is the paradox? If galacticcolonization is
possible all that means is that we must be thefirst (except for an unknown
number of false starts, which Iwould guess to be in the low double digits
at worst).And if galactic colonization is not possible, then there is
noparadox either. In that case the galaxy is riddled withcivilizations,
none of which have the ability to actually comehere. No problem here
either!Gott's main argument also seems pretty worthless to me. True, ifyou
know ABSOLUTELY NOTHING about a phenomenon, then yes, thenif you want to
know how long it is going to last the best youcan do is make a guess based
on how long it has already lasted.That much is trivial. But that estimate
will have to be revised
--probably drastically -- the minute you gain any sort of hardknowledge,
so really, how important can it be by itself?For example, if I tell you I
have a pet that is six months old,you can make a very rough guess as to
how much longer it mightlive. But if I give you further information, for
example if Itell you that it is a type of animal, like a tortoise, that
iscapable of living a very long time, your estimate is going tochange
enormously, isn't it?That second piece of information, the kind of animal
my pet is,is far more useful than the first piece, how long it has
alreadylived. In the same way, if we really want to know how long thehuman
race is likely to survive, understanding what kind ofbeast we are will be
far more useful that simply counting up thenumber of years we have been
around.
--posted by John B
6. July 17th, 2007 1:31 amInteresting idea. I will have to give it more
thought. Someoneonce told me the following Bayesian riddle:Richard holds
up two envelopes and tells Mary that one of themcontains twice as much
money as the other one. He tells Marythat she can pick one, look inside
and then decide if she wantsto switch. She gets to keep the money inside
the one shechooses. She can only switch once.Mary picks one but before she
opens it, Richard stops her andtells her that she should consider
switching already. Hisargument goes as follows:"There is clearly a 50%
chance that you have chosen the one withmore money. Lets say that there is
X dollars in the one youpicked. If the other one has more money, it
contains 2X dollarsand if it has less it contains X/2. So on average, the
other onecontains 0.50 (2X) + 0.50 (X/2)= 1.25 X. Therefore it
doesn'tmatter if you look, your're better off switching for any valueof
X."Do you really think that she should swicth regardless of howmuch she
finds?Where is the flaw in that argument? Think about it beforereading my
answer which I will post later on.
--posted by David Johnston
7. July 17th, 2007 1:36 amHow did such nuttiness get through?If the likes
of the NYTimes are going to spread such nonsense,we're doomed.
--posted by Dick Purcell
8. July 17th, 2007 1:53 amOne can make valid "Gott predictions" -
actually, estimates ofprobability - based on his two assumptions. The easy
part endsthere.There is a hidden third assumption: selecting a scenario
whichhas only two options: continue or not.I think Dr. Gott's selection is
story-telling, because thetableaux I think about have nothing but multiple
options withcomplex paths.I considered a similar problem, Similar
Circumstances, in myforthcoming book, ETHICS AS SOCIAL CONSCIENCE.
Intending tocarry out a moral judgement entails a prediction about
theproposed act and its eventual consequences. I think we make
thatprediction by estimating Similar Circumstances, which means
ourintentions may not be carried out exactly.This brings us to Dr. Gott.
People reject inexact predictionsand risk, which are implied by the fuzzy
logic of "similarcircumstances." They just want to know ... Dr. Gott
relies onthat desire in presenting simple, dyadic situations.In other
words, "Gott-predictions" may be titillating, but theyare not useful.
--posted by Walter L Battaglia
9. July 17th, 2007 1:59 amActually, now that I've thought about it, the
comment I leftearlier can be significantly condensed.Instead of looking at
one civilization and asking how long itmight last, suppose you asked a
different question: Suppose youasked "how long, on average, do
civilizations typically last inour universe?" We don't know the answer. It
might be only 10,000years. But it could just as easily be a billion years.
And if itis in fact a billion years, what then? Well for one thing,
everyone of those civilizations, while young, will most likely
havedoomsayers like Dr. Gott. And every one of those doomsayers willbe
wrong! :-)
--posted by John B
10. July 17th, 2007 2:31 amIt's about time someone said this. The survival
of our species(and everyother living creature on this planet) rests in
ourcapacity to innovate and colonize places outside our solarsystem. It is
know that the Sun (a yellow star presently in themiddle of its lifespan)
will eventually run out of Hydrogen gasto fuel itself. Whether we like it
not we will have to leave ourworld and our immediate planetary
neighborhood.As any knowledgeable scientist will tell you, when the sun
runsout of fuel, it will expand to many times its present size andengulf
the first three planets...which includes earth. Pleasesee link
below:http://cfa-www.harvard.edu/supernova//newdata/supernova e.htmlThis
is the destiny of our civilization. Either learn to livebeyond the
confines of our planet (and its neighbors) or perish.This is not news. It
is taught in every science class from 5thgrade and forwards. You don't
need a college education or a PhDto find this out. Just go to your nearest
planetarium to findout the "inconvenient truth" about the sun. If you are
boldenough to find and confirm this information...to you I say yougive our
civilizatio hope. To those who don't "believe" or areunwilling to research
these facts...well to you I say...well Ireally have nothing to say to you,
I'm sorry.
--posted by Jose Cordero
11. July 17th, 2007 3:57 amIt seems that this theory's major limitation is
that mostanalysis takes place from a priviledged standpoint. Usually
whenyou are trying to evaluate longevity you are doing so
becauseparticular sets of circumstances have aligned and put you in
theposition to need to make such a judgement. In other words if youare
trying to figure out how long something might last you areprobably doing
so because you have outside knowledge and it isthat outside knowledge that
is begging the question. In the caseof a fight in a relationship if you
are evaluating whether ornot the relationship will last and it is probably
because youhave noted an increase in tensions over time. If you are
tryingto figure out how much longer a show will last it is usuallybecause
of its continued or declining revenues. In the case ofthe life of the
space program or even modern civilization itselfthere are many factors
that beg the question of longevity --slowing public interest in space
travel, continued nuclearproliferation, popluation density increases,
global warming,increased religious fundamentalism in most regions of the
worldetc. and it is this specific moment history - a
privilegedunCopernican one - that makes us wonder whether we'll be
aroundmuch longer. Since it is specific factors that create
questionperhaps it is these factors that will lead us to a more
accurateconclusion.
--posted by Joel Schectman
12. July 17th, 2007 5:12 amThe theory that provokes this discussion is, in
my opinion,selective dissembling. I have found the responses far
moreinteresting and informative than the subject.Most credible scientist
agree that all higher forms of life,mammals and such, will be unable to
exist on planet Earth inanother 500 million years or so. Furthermore, the
universe as weknow it today, will proobably cease to exist and will
eventuallybe unable to support life. So humans might be better to
accepttheir future non-existence.I thought a recent opinion by Stanley
Fish about summed it allup for me. It started:"Literary history is full of
stories of men and women whose oncerising stars fell below the horizon,
but who were rediscoveredand even canonized (in the literary sense) after
they died. Whatmust that feel like?Unless you believe that not only is
there life after death butalso that in the other life you will be able to
keep tabs onthis one, it doesn't feel like anything. It certainly
doesn'tfeel like success, even in prospect. No one opts for
the"undervalued when alive, but admired when deceased" track. Thepleasures
of being vindicated in the long run are experienced bythose left behind,
by biographers and torch bearers; it is theircareers that flourish. How
can that be satisfying?"
--posted by Bill Baker
13. July 17th, 2007 8:44 amThe assumption is that this moment (or most
any, for thatmatter) is not exceptional and can thus be reasoned
from.However, doesn't the proliferation of nuclear weaponry and thegrave
threat it represents make this, in historical terms and asa practical
matter, a most distinctive moment in human history?It seems to me
analogous to predicting the future longevity of amarriage while angry
spouses were training guns at each other.
--posted by Jeff Waingrow
14. July 17th, 2007 8:46 amAll this philosophy is truly insignificant. We
are not merelyinformed about the issue beyond Gott's assumptions, we
havedetailed information and common sense on top of it. Yes, it'strue the
American people are losing interest in NASA mannedspace exploration, but
they're also gaining interest inentrepreneurial space ventures, and there
are new countriespursuing manned spaceflight.There are huge aerospace
business interests invested in keepingspaceflight alive; a huge amount of
private support fromenthusiasts who are inspired by it; and the militaries
of dozensof countries depend on it. Furthermore, Russia is
realizingmassive profit potential selling tourist tickets on Soyuz, notto
mention the talk of circumlunar tourist flights for $100 mil.There are
billionaires, hundred-millionaires, and all otherlevels of entrepreneurial
wealth invested in making space cheap,reliable, and available to the
general consumer, and several ofthese companies make more progress toward
that goal every day.Hardheaded businessmen are beginning to think it's
plausiblethat private ventures will land people on the Moon before
NASAreturns there. And once there are people living out
thereself-sufficiently, there's no reason they would close up shopand come
back. In fact, they would just spread farther.As to the Fermi paradox,
even the thought that we could imaginewhat a galactic civilization would
look like or entail ispreposterous. The likelihood that there aren't
organic creatureswhizzing around the galaxy in recognizable spaceships is
asobvious as there not being amoebas driving SUVs down thefreeway. That
has absolutely nothing to do with whether beingsonce like us can keep on
progressing, evolving, and spreadingindefinitely. But we can safely say
that people as we knowourselves do have the potential to colonize the
solar system,and where we go from there will be arbitrary. A single
large,hollowed-out asteroid could have more living space than planetEarth,
so you could take it wherever you want, for whateverreason suits
you-planets need not apply. Now imagine billions ofsuch asteroids, each
with more people in them than now live onEarth, and each going off
wherever or staying put as its peoplechoose. Mankind's future is bigger
than we can possibly imagine,if we can just avoid disaster for a few more
decades.
--posted by Trent Calabrese
15. July 17th, 2007 8:50 amGott's work is of interest but be aware that
much spacecommunity work is now progressing rapidly on realistic
timeframes of coming decades.I can't predict precisely when humans can opt
to live in a spacecommunity. To determine when it will be, however, is not
a Gottprediction as much as an assessment of when market forces
andpolitical desire, as well as our human drive, will make ithappen.Tom
DiffenbachSpace Social Political Projectdiffenbach at comcast.net
--posted by Tom Diffenbach
16. July 17th, 2007 9:12 amThe threats to the survival of our
species/biosphere are far farfar more immediate than the expiration of our
Sun! LOLIf our descendants are still extant at that remote future I
daresay they will be to us what we are to frogs and will have longago
spread their bi-technical-cultural "DNA" beyong this solarsystem.Now,
getting back to the present day "real time" threats.I say the most
immediate threat to our survival is a globalsystem of competing
nationalism/sectarianism in which peopledefine their sense of identity by
the accident of where theyhappen to be born and the conditions of their
particularcultural environment.The cumulative consequences of competing
pathological cancerous"growth" in all manner of arenas (climate change,
bio-trrorism,nuclear war, etc) are concrete threats to
humanexistence/civilization.Oh, and it would be a good idea to invest the
36 billion buckswe're slated to spend in Iraq over the next three months
in aprogram to track and divert any asteroids/objects that mayimpact our
lovely home. What a cheap insurance policy THAT wouldbe? Eh?Meanwhile, the
insanity continues. If it weren't such an ongoingtragedy; it could be a
Keystone cops Comedy.Having said all that, I remain optimistic/hopeful.
--posted by Nick Lento
17. July 17th, 2007 9:43 amThis kind of predicting is fun- but not as
useful as we hope itwill be.It's that darned remaining 5%. It's a real
chance you're wrong-in which case all your decisions based on the 95% have
beenwasted.Personal experience here. Neither my wife nor I had
anypredictors for Type 1 diabetes. But. Our son developed it whenhe was 8
years old. No warnings. And the chances for him; givenus as parents, were
1 in 20,000, we were told. Quite a lot lessthan 1 in 20.But for him- his
reality is- 100%, diabetes. Those lovelycalculations of chances can be
irrelevant.In the case of the survival of humanity- it might be best to
doSOME preparation for ALL chances. Just in case. And don't puttoo much
faith in the big prediction. In the real world-sometimes- 95% is still-
wrong.
--posted by Philip
18. July 17th, 2007 10:12 amThis is an absurd notion. We may never
colonize Mars. We mayhave an outpost on Mars in this century, but it will
likely beinhabited by only a small number of people, i.e.
engineers,scientists and technicians. There is simply no reason to
leaveour planet. If the thinking is that we will over-populate anddeplete
the finite supply of resources, the thinking discountsthe power of disease
to deplete the population as well as thepower of climate change that has
so altered life-form on theearth throughout its geologic history. In fact,
humans willlikely become extinct in a million years or so.
--posted by Paulboy
19. July 17th, 2007 10:19 amComment #2, regarding the 95% certainty
level.There are real problems with that whole concept- with real data;from
this world. A study published in JAMA about 2 years agofound that more
than 30% of medical research was later found tobe "exaggerated, or totally
contradicted" by later
research.http://www.theregister.co.uk/2005/07/14/medical_studies
_wrong/Think about that- very hard. The medical research community hasvery
high ethics standards, and better ethical oversight(usually) than other
branches of science. They do the best theycan.EVERY ONE of those
overturned studies met the 95% certaintycriterion. And every one withstood
"peer review".And more than 30% turned out to be wrong. The actual
predictionwould be that only 5% should have turned out wrong.That is hard
evidence that there is something very dicey aboutthe whole 95% certainty
schtick. It does not work- as applied byhumans, today.Not something I'd
like to bet my survival on.
--posted by Philip
20. July 17th, 2007 10:20 amThe problem with this predictive method isn't
that it'sinaccurate or flawed, simply that it doesn't say much. I've
beendating my present girlfriend for 4 months, and this methodasserts,
with 95% confidence, that we will break up between 3days and thirteen
years from today. I have no doubt that its astatistically sound
prediction, but its not a particularlyenlightening piece of information,
especially given that itsexpected to be wrong one time in twenty.
--posted by Tyler Hoppenfeld
21. July 17th, 2007 11:15 amInstead of Copernican Principle, could it also
be calledLaplacian Principle, based on his Law of Succession? Or
perhapsBayesian? Or Saunderson?
--posted by Terry Ireland
22. July 17th, 2007 11:46 amThe absurdity of Gott's method becomes clear
if you change thetime scale -- say, weeks to microseconds. I have survived
thelast 39 microseconds so there is a 95% chance I won't survivepast 1.521
seconds?
--posted by Steve Myers
23. July 17th, 2007 12:00 pmWe have been in the current period of global
warming between10,000 and 15,000 years (since the last ice age began to
melt)let's call it 12,500 years... Based on Dr. Gott's method we
willcontinue in global warming for a minimum of 12,500 years moreand a
maximum of 20,000,000 years...
--posted by Dennis O'Connor
24. July 17th, 2007 12:02 pmI agree with John B's comments about the
shortcomings of thismethod of prediction. This bootstrapping method of
predictingmay be of some value, but really only if we contextualize itwith
other known data. If Dr. Gott's methodolgy were appliedduring the second
year of the space program, then it would behighly unlikely we'd have made
it to the moon in 1969. In a moresignificant topic, how do we know whether
homosapiens 200,000years of existence is the equivalent of the second year
of spaceprogram, or for that matter, an extremely long time for aspecies
to thrive? Perhaps in other life sustaining planetsviruses, natural
disasters, etc routinely wipe out species, whoknows? We don't have data
about any other form of life exceptfor us and other animals on our planet.
Without some othercontext data, applying this formula to "predict" man's
likelyplanetary era would seem to be a useless stab in the dark.
--posted by Jerry
25. July 17th, 2007 12:11 pm"And/or irresponsible leaders could start a
doomsday war onEarth, and then flee with their families and their
equallyguilty advisors & ideologues for a safe colony, without facingthe
repercussions of their malign management."I have a better idea. Lets send
George and Dick to Mars nowbefore they have a chance to destroy the earth.
--posted by Jared
26. July 17th, 2007 12:23 pmDr. Gott's "Copernican" method of forecasting
future eventssounds suspiciously like Andy Kessler's description of how
hedgefund managers operate, i.e., first you pretend that you
knowabsolutely nothing about a certain set of circumstances, andthen based
upon that mental tableau rasa, you try to figure outwhat you "know" about
that same situation that nobody else does."Forever looking for the other
side of the trade," was howKessler summed it up, and it sounds a lot like
the Gotttechnique.When it comes to really critical questions like
thesurvivability of the human race and how seizing on
aonce-in-a-species-lifetime historical "window" for spacecolonization fits
into achieving that noble goal, I prefer theinformed thinking contained in
this 2000 presentation by Prof. Joseph N. Pelton entitled "The Next
Billion Years and theSignificance of the Emerging Global Brain," delivered
as part ofthe Arthur C. Clarke Foundation lecture
series:http://www.clarkefoundation.org/archives/2000.php
--posted by Joel Rennie
27. July 17th, 2007 12:42 pmLet's try this analogy:When were boats
available to colonize the Americas? At least bycirca 1000 AD when the
Vikings had colonized Greenland andNewFoundland. Yet when did sustainable
colonization begin? Notfor another 500 years.What was the Copernican
probability of that at 1000 AD? Clearly,there are cases where the slice of
time in which you make aprediction is rather important and, as mentioned
in othercomments, 5% is still a real, albeit, slim chance.Even though the
technology is available to colonize the moon andMars (maybe a stretch),
could it be that humanity is 500 yearsoff from making it happen? Of
course, Europe suffered somesignificant setbacks between 1000 and 1492,
such as the Mongolinvasions and the Black Death...
--posted by Brian
28. July 17th, 2007 1:04 pmNo point in colonizing another planet if
religionists settlethere.If all the religions that exist here expand
theirhate-filled superstitions into outer space, humans will justrepeat
the endless carnage that we have had here for mellennia.
--posted by maddy wong
29. July 17th, 2007 1:19 pmOnce again, the space is filled with another
week's ration oftwaddle and blather.
--posted by arty
30. July 17th, 2007 1:27 pmDon't know about `religionists' settling
Mars-am sure they'd berepresented-but check out the old Arni movie, "Total
Recall"(1990). Silly as it sounds, this picture of Mars colonizationis,
unfortunately for us, all too familiar.
--posted by David
31. July 17th, 2007 1:28 pmContradicting Gott, we do live in exceptional
times. For only ablip in time, we have enjoyed and will soon run out of
cheapoil. Our planet's very ability to support over 6 billion humansis
predicated on massive expenditures of cheap oil. Many havepredicted we
have already reached peak production, and on thedownhill slope is
instability, famine, war, disease and the endof economic progress. The
space program itself relies heavily oncheap oil as does every other
industrial endeavour.Humans may continue in some form of civilisation
after thecoming dark times, but it might already be too late
forcolonisation.I hold no hope for colonisation anyway. We were blessed
toevolove on this wonderfully life sustaining planet and we havevirtually
killed it with little understanding of our ongoingfailure to manage this
gift. How could we manage to survive onMars' harsh and unsustaining
environment. Just look to thefailure of the Biosphere project. People who
should have knownbetter tried to squeeze too many humans, poultry and game
ontotoo few acres of land. Of course the system was overwhelmed bywaste
since there were not enough insects and microbial life tohandle the top
heavy model. To envision even a modest outpostway off on Mars would be to
demand regular support missions fromearth for basic provisions. We will
very soon be unable toafford such missions as more pressing matters of
allocatingscarce resources will be in the hands of a powerful few.
--posted by James Farrell
32. July 17th, 2007 1:35 pmOne thing I don't understand about this
theory... is its abilityto predict endings through time. As an even
continues, itsending should be postponed further and further...In the case
of the poker player with the lucky streak...shouldn't she become
emboldened as she continues to win?
--posted by Farrah Zughni
33. July 17th, 2007 1:35 pmIsn't this about how we choose to define what
we are looking at?Sure the space program is only x years old, but what if
that isthe wrong thing to measure? Human exploration of other placeshas
been fairly constant couldn't our timeframe begin with thefirst human, or
at least the first human found in north Africaor Europe or Asia. Or
couldn't it be the invention of the wheel,or the use of something other
than feet for transportation?ANyway, humanity will end eventually, or not,
but probably.
--posted by Brian
34. July 17th, 2007 1:41 pmIn the begining- there was "hard" Science
Fiction. Writers madean effort to use real facts, and extrapolate from
there. Ifyou've looked at what is called sci-fi these days, it's
mostlygone soft. Let's not get into that.The point is: a lot of good
brains spent a lot of years actuallytrying to think about the physics of a
future in space. Whywould we just start over, from scratch? A huge amount
of realwork has been done here.One major suggestion from those thinkers:
having once escapedgravity- why would you go back? Why colonize Mars- when
youcould just as easily- in fact much MORE easily- colonize theasteroids?
Neither Mars nor asteroids have useful atmosphere;you're going to have to
live in pressurized, heated containers.In space- you have access to
essentially endless solar power-the naked sun. One of the more interesting
ideas- set up bigmylar mirrors- focus them on a big mostly iron asteroid-
andspin the asteroid. Heat it to nearly liquid. Not hot enough? Adda
mirror. You should be able to blow a big iron bubble- whichyou could then
keep spinning; for internal gravity- let it cooland solidify; and then
live on the inside of. You can usemirrors to smelt metals this way,
too.Far out? Possibly less far out than trying to keep a supplytrain open
using chemical rockets. There's water, methane,metals, oxygen- anything
you need in the asteroids. You couldalso build great big nuclear power
plants- and never worry aboutpollution- there's nothing to pollute.Another
weakness of "strong predictions". What if you've askedthe wrong question?
--posted by Paul
35. July 17th, 2007 1:41 pmI think that all this space flight talk is too
fancyful. Haveyou seen how much energy it takes to launch
spaceshuttlecontaining just a few astronauts? Do we even have enough
energyto launch sufficient numbers of humans and supportinginfrastructure
to colonize another planet? It is not practicalwith the technology we
have.We better shape up and take good care of mother planet earthbecause
this is the only practical residence our species has. Itis good to dream
but wise to be practical and make do with whatwe have.
--posted by sanjay
36. July 17th, 2007 1:46 pmAt the rate the human race is using up its
natural resources, wewill be lucky to last 100 years without a major
collapse of mostcivilizations on this planet. The first world alone
already usesmore than the planet can sustain. If the rest of the world
wereliving with our rate of consumption, society would already havefailed.
--posted by Michael Justin
37. July 17th, 2007 2:05 pmIt seems to me that the primary shortcoming of
the "Copernicanprinciple" is that it can really only predict
cumulativeoutcomes, not individual ones. The fact that Gott was around
95%accurate in his predictions regarding the longevity of some 300leaders
says nothing whatsoever about his accuracy in predictingany given one. It
seems to me that this prinicple is aninteresting statistical observation,
but of very little actualutility, at least as Gott is applying it.
--posted by Steve
38. July 17th, 2007 2:05 pmThe big soft spot in this story, and in Dr.
Gott's formula, isthe "says he hasn't seen the formula fail yet" part.
Thisanecdotal comment suggests that the formula has not beenrigorously
tested. There seems to be considerable room for theoperation of
confirmation bias-i.e., Dr. Gott applies hisformula in situations where it
is likely to produce an accurateprediction, and doesn't apply the formula
when it is unlikely tobe accurate. The variety of potential applications
and the mushydiscussion of them suggests that there are no objective
criteriafor determining when and where the formula is likely to have
ameaningful application. In the absence of testing,falsifiability, and
objective criteria for evaluating validity,this isn't science-it's just
fun with numbers.
--posted by Robert Radcliffe
39. July 17th, 2007 2:09 pmI know nothing more about Gott's method than
what's in thisNYtimes article, but it seems extremely simple-minded and
Isuspect it would only be intended for use as a low qualitytechnique of
last resort (if it were intended for any seriouspurpose).On the other
hand, what this technique is probably intended foris to build careers with
a minimum of effort, specificallyGott's. This has been an increasingly
common phenomenon inscience over the past 20 years (thanks baby boomers).
And, sincewe are here in the NYtimes discussing it, it has evidentlyworked
in this case.The Times tells us the support for this technique comes
frompredicting the careers of politicians, but all that suggests tome is
that human lives are very easy to predict. Yes, that'sright, we are all
not as unique and different from one anotheras Hollywood movies like to
suggest. But you can't justextrapolate this technique from that to the
probable duration ofthe only known intelligent civilization in the
universe. First,you need to show much more convincing and specific data to
provethat this technique links in with some deeper functionality
ofphysical law. Good luck with that.
--posted by Steve in L.A.
40. July 17th, 2007 2:19 pmGott's method is accurate (of course) but
preposterouslyuseless. The more information you have about a particular
eventor thing, the more likely you will be able to predict
somethingrelating to that event or thing in the future. For instance,using
Gott's method, there is a 95% he will be accurate ifpredicting for the
world of "all items," including bacteria,fungi, tortoises, etc.But, once
you know the item in question (whether it's a bacteriaor a tortoise) and
some piece of information relating to thatitem (for instance, how long a
tortoise lives, on average),predicting based on lesser information (that
the item exists) isirrelevant and misleading. Knowing we are humans,
knowing all ofthe events befalling us (some of our own making), knowing
thestate of the world (and the specific science behind certainthings that
are happening in the world) would make a much moreaccurate prediction of
how long we will be around than somegeneralized predictive formula applied
to the universe of allobjects.Finally, and not to be too disparaging, but
nothing in sciencehas been accomplished by finding 95% confidence
intervals.
--posted by Steve
41. July 17th, 2007 2:28 pmOne other thing I wanted to say on this topic.
Gott is fallinginto the scary trap that the most careerist scientists
havetaken to increasingly over the past 40 years, the trap of
makingpredictions (especially bold, sensational predictions). This
isdangerous because 5 centuries of science have shown it is anexcellent
tool for the empirical realm and a weak tool for thetheoretical or
predictive realm (not that there are better ones- the message should
probably be "stay away from too muchprediction").When earlier humans saw
some yellow substance oozing out of theground, science was the tool for
identifying it. Go off andspend months or decades doing exhaustive
empirical testing, andeventually science tells you what that stuff was and
what it'sgood for.But ask how long the sun will burn in the sky or whether
fasterthan sound travel will eventually be possible (just before
ithappened), or what the nature of a black hole may be (withHawking's work
now famously proven wrong), or how the dinosaurswent extinct, and what you
get as an answer from any scientistshould be taken with a huge grain of
salt. It is hubris to makeany such predictions, career-building hubris,
nothing more. Waitand watch as these bold predictions come unraveled over
the nextfew centuries. Even Einstein's work, much of it, remains farfrom
proven, and the Times should be doing a better jobreminding people of that
fact.We live in gullible times, and one reason the space race mayhave
slowed is that the payoff for bullshit even in thescientific world has
recently become larger than the payoff fromreal hard work.
--posted by Steve in L.A.
42. July 17th, 2007 2:29 pmBiosphere 2
> From Wikipedia, the free encyclopediaOn June 26, 2007, the
University of Arizona announced it wouldbe taking over research at the
Biosphere 2. The announcementends immediate fears that the famous glass
terrarium will bebulldozed. University officials said private gifts and
grantswill enable them to cover research and operating costs for
threeyears with the possibility of extending that funding for 10years.I'm
reminded of the quote of w. Clement Stone. "Whatever themind of man can
conceive and believe, it can achieve."So with a guarentee of 3 years and a
possiblity of 10 more yearsand it's current life span staarting at 1985
anyone want to makea prediction?
--posted by Donna Ruark
43. July 17th, 2007 2:29 pmIf the human species can't survive on earth,
what makes us thinkit ought to survive somewhere else? We may very well be
anevolutionary dead end, despite our great self-absorption.
--posted by Sylvia
44. July 17th, 2007 2:34 pmI'm not using Dr. Gott's formula, but I've done
my own share offorecasting about the future of the human race in a tried
andtrue tradition: literature. Following Huxley and Orwell-and afew pop
influences along side-I calculate that the fall ofhumanity will come in
2050. Read about our future history in myrecently published dystopian
novel (ebook) 2050: Gods of LittleEarth. www.speculativefictionreview.
Climate break-down,technological catastrophe and chronic warfare-along
with a lackof food and water-will plague us to a disastrous degree in
thecoming decades. Depressed yet? Wait until you see who follows inour
foot steps!
--posted by J. Zornado
45. July 17th, 2007 2:45 pmJoel Rennie's link to the Clarke Foundation
lecture(http://www.clarkefoundation.org/archives/2000.php) clearly makea
wonderfully detailed technological/philosophicalcase/projection into a
future in which humanity not onlysurvives, but thrives.......and
evolves!!! (I dare say thatwhatever unfolds, if our species continues to
exist/evolve formillennia will make the projections at that site seem pale
incomparison!)It occurs to me that something as seemingly mundane and
"local"as America changing our campaign finance laws so that they areALL
publicly financed just might be the beginning of asurvivable future for
our nation and our species.The corporate/nationalistic/sectarian/political
status quo isall tied up in sheer greed/egoism/ and power lust geared
towardsatisfying the short term needs of the most pathologicallyruthless
amongst us.For such maleficent creatures "the future" is a
meaninglessconstruct unless they are in it and "in control" of it.
Suchpeople misconstrue the "survival of the fittest" cliche so thatit
justifies total selfishness at any cost. That "consciousness"translates
into, again, a certain and deserved speciesextinction.Raising the
consciousness of the American people to the pointwhere so many of them
actually saw clearly that our extantcampaign finance system guarantees
legalized bribery/corruptionas the core reality of our governance is a
good part of what itwill take to force our "leaders" to do what is
right.99% of our problems stem from our own very "nature" as humanbeings.
All the techno-biological fixes are out there inClarke's projections; but
if we don't evolve at the level of acommon human sense of global
decency...extinction is 100%assured (and deserved).America has this
wonderful altruistic/idealisticConstitution.......if we can actually BE
the worlds leader inREAL freedom and human rights and economic justice, it
justmight be the key to the future of our species!As things are
now...America has become a source of thecultural/economic malignancy that
afflicts the human race, wecan turn it around. We must.It's not a
Pollyannish fantasy to assert that love/altruism isabout understanding
that we share a common human spirit thattranscends linear time/space.As a
wise man once said, "Spirituality is, above all,practical"!
--posted by Nick Lento
46. July 17th, 2007 2:51 pmAnd what about the aliens that already live
among us? Will theysimply return to their home planets?!
--posted by Pablo
47. July 17th, 2007 3:12 pmMy online essay, `Nonrenewable Resources and
Spacefaring: AFuture History?' bears on John Tierney's article,
andextrapolates from prevailing realities. The problem is asuniversal to
us all as are the effects of `climate change.' Myonline posting is `public
domain' and may be freely downloadedat:
http://hometown.aol.com/yarnspinner88/myhomepage/politics.htmlExcerpt:
During the First Decade of the Twenty-First Century(Common Era Year
2007):- a convergent focus is intensifying by the world's
governments,private sectors, media, scientific, academic and
otherinstitutions, and humankind generally on:1. the Earth's steadily
diminishing reserves of accessiblenonrenewable metals, minerals, and other
natural sources fornonrenewable substances essential to sustain
civilization'sindustrial base into the future;2. initiatives and
commitments throughout the world towardcreating the means by which
humankind will transform intorealities its vision of evolving into a
spacefaring race;3. rapid progress in developing technological and
logistics'capabilities to explore, locate, identify and acquire
essentialindustrial-base prime and alternate substances fromever-deepening
wells in the Earth's crust and confident, intime, from elsewhere
throughout the Solar System and beyond.4. rising expectations in Global
Exploration Strategies forhumankind's eventual transformation into a
universal venture byhumankind generally.Meyer Moldeven
--posted by Meyer Moldeven
48. July 17th, 2007 3:17 pmSystemic entropy,Closed systems will collapse
from increasing complexity unlesssupported from outside the system. To
open the system willrequire effort in a single or very few directions to
assuremomentum continues growth.Mankind squanders its momentum in wasted
efforts that yeildnothing but increased complexity. On this, judgement
appearsmisapplied to determine the WHEN.
--posted by Salan
49. July 17th, 2007 3:32 pmTwaddle and blather indeed.A geyser has a clear
beginning. So does a political tenure. ButHumanity? The `beginning' of a
species? That's an arbitrarypoint in a nonlinear progression.Observing the
same principle across species, it is then far morelikely the we evolve
into something else before something "getsus".This is a crisis of our
collective ego, and nothing more.
--posted by Mike
50. July 17th, 2007 3:39 pmHere is another indication that something is
badly wrong withGott's argument.Let's say I happen upon some phenomenon
that has already lastedfor a week. According to Gott, I can use this
information tomake a useful prediction about how much long the phenomenon
willcontinue.Then I notice Fred W, who has been sitting next the
phenomenonfrom the moment it started. For Fred, Gott's argument is
utterlyuseless. Even Gott has acknowledged that his method isinappropriate
for some situations. For example, he admits thatyou can't predict, one
minute into a marriage that, that themarriage will probably last no longer
than 39 minutes. Hisexplanation is that this is because you have been
invited to thewedding, and therefore are not observing it at a random
momentin time.So what about Fred? Since he has been observing from
thebeginning, he is NEVER going to observe the phenomenon at arandom
moment in time, no matter how long he sits there. Fred iseither going to
have to predict a 39 second duration after 1second, then a 39 minute
duration after 1 minute, and so on, orelse he is going to be forced to
admit the obvious, which isthat he can make no prediction at all.So think
about it. One week into the phenomenon, according toGott, I can make a
prediction about how long the phenomenon isgoing to last, but Fred, who is
sitting right next to me, andwho knows nothing more or less than I know,
cannot. Come on!Isn't there something obviously bogus here?
--posted by John B
51. July 17th, 2007 3:51 pmAshes to ashes, dust to dust.Whenever, there's
no rush.
--posted by Mort
52. July 17th, 2007 3:55 pmColonizing Mars-or any other planet for that
matter-if humanitysucceeds in doing so-would make no consequential or
meanintfuldifference as far as planet earth's human beings are
concernedbecause one earth day into the future the sun's store ofhydrogen
and helium will run out for sure; our sun will turninto a black hole,
sucking into it all the planets and otherobjects orbiting it. Nothing on
planet earth, no fauna or flora,will survive.That is a certainty governed
by an immutable Natural Law of thevisible Universe.Solar systems are born
out of cosmic dust routinely andregularly all throughout the visible
universe-and with them theplanets that are formed out of their debris.
They then gothrough a cycle of (from birth) adolescence, growth,
maturity,senesence, and-inevitably-death.Not only solar systems are
subject to this immutable cycledictated by a Natural Law of the visible
Universe. Galaxies andclusters of galaxies are themselves inescapably
subject to it.But the Universe goes on replicating and multiplying
itself-onand on-forever.
--posted by Mar Patalinjug
53. July 17th, 2007 4:02 pmJohn...Richard Gott should lunch with Sir
Martin Rees and WHAT aconversation that would be! We did a similar post
"Dr StangeloveTwo? -Cambridge Physicists Gives Earthlings a 50/50 Chance
ofSurviving the Century." Includes a great video of Rees on thesubject @
www.dailygalaxy.com
--posted by Casey Kazan
54. July 17th, 2007 4:02 pmthe question, as phrased asked about humanity
being dead.humanity is dead. such is to be distinguished from human life.
--posted by steve
55. July 17th, 2007 4:03 pmThis dovetails with something that I argue with
"ecologists"about.The thought that we may have a time in which to do
somethingthat is not a restriction -- such as conservation or
analternative (produces less CO2, but puts out the same power),but a
breakthrough.Michio Kaku categorized civilizations in the amount of
availableenergy. A Type 0, has the power of a planet. A Type I,
astar...then a galaxy, and so on...civilizations move up, orstagnate.My
corollary to this thinking is that we cannot pussyfoot aroundwhen it comes
to getting to the next level. Look at life. Thingsgrow, mate and die. The
mating time is short compared to therest of the lifespan. It's sink or
swim. That's where we're atnow. Worrying about how much oil there is in
the ground is likeworrying about having the right color condom on your
date. Atsome point, either something magic happens and it just
doesn'tmatter -- or you go home with an unopened rubber.That's where we
are at now...I think we have to burn every scrapof wood, coal, oil and
uranium to get us to a Type I. That maymean going to Mars, and giving the
scientists the last drivablecars hoping they'll invent fusion. There's no
going back -- thealternative is becoming a planetary spinster...destined
to watchthe sun dwindle out in long, boring millenniums...
--posted by John Bailo
56. July 17th, 2007 4:05 pmAnybody but me notice that an astrophysicist is
using this(really simple) argument to advance the cause for more
spaceexploration (and at the same time making a nice little careerwrinkle
out of it)? Problem with striving to colonize Mars basedon Copernican
principle estimates is that this is a situationwith lots of additional
information. Namely:-Mars (or any other planet) cannot possibly be made
inhabitablefor humans through an application of technology and
politicalwill without first developing the technology and political
willrequired to fix our own, much more human-suitable planet. (Andthe
clock is ticking.)-Assuming we can fix our planet (and retrofit Mars)
we're stillultimately done for unless we can figure out a way to
travelbeyond our solar system.The first point is the most important.
Anyone read the articleabout the lack of funding in solar cells? In that
context, anyMoon-Mars talk is lunacy.
--posted by David Mebane
57. July 17th, 2007 4:19 pmthe copernican formula seems perfectly rational
and plentyuseful in the absence of other info.of course, in this case, we
have had other info for decades. weknow the following: there are scarce
resources on the planet,and as the population of the earth increases these
resourceswill decreasingly be able to support that population.
regardingthe "new" conclusion that Gott has proffered, we can nowrephrase
that statement. as the earth becomes increasinglyovertaxed by population
pressures, the probability that man willutilize the increasingly scarce
resources to find new resourcesbefore that becomes impossible can, with
reasonable probability,be estimated as 50/50.unless we, the current
population of the world, take action andmake plans to do something about
it by choosing to expand intoand to colonize space, our chance of killing
humanity - becausewe are probably the generation most able to affect the
future ofmankind - is equal to a coin flip.of course, if the democrats win
the upcoming election, thechances are probably closer to 95% certain.
--posted by michael
58. July 17th, 2007 4:24 pmA system of prediction with a built in 95%
success rate seemslike a prophets dream!Of course, it is rigged, by
predicting such a huge span of time(95% of the pre-existing time) that it
often works.The prediction that the human race will lastbetween 5100 and
7.8 million more years is not very useful.Imagine using this to budget
your life's savings for retirement- suing the same type of range - my
money will last between oneweek and 29 years! Boy, don't I feel secure
now.This is a built in slop of 95% of some whole amount. That's
notscience.Hey, used car salesmen could really use this method - "Hey,
kid,look, it lasted 20 years already, the Copernican Principle saysthat
it'll outlast any new car just off the assembly line!"A neat philosophical
and statistical trick - but just that.Kip Hansen"Fact checking makes the
world a better place."
--posted by Kip Hansen
59. July 17th, 2007 4:38 pmThere is one thing that is not explained, which
should be noted.Why 40? It's actually pretty simple.The process lasts a
time Ttot = Tpast + TfutureIf you assume now isn't special then r1 =
Tpast/Ttotal israndomly distributed between 0 and 1.If we want to choose a
range that Tfuture falls within 95% ofthe time (and we want to split our
inaccuracy equally over tooshort and too long), then we pick a range where
r1 is anywherefrom 0.025 to 0.975. This is because on;y 5% of the time
will werandomly have had a past that is less than 2.5% of the range ormore
than 97.5% of the range.Since 1/0.025 = 40 that's where the 40 comes from.
The number 40isn't special, but simply a result of the confidence
intervalchosen. For a 99% confidence interval it would be 200, for a
90%confidence interval it would be 20.I like it. Clever yet very stupid.
--posted by Mark Schroeder
60. July 17th, 2007 5:07 pmAs for learning the past and applying it to the
future -We will need to have exactly one colony on Mars. If we have
two,eventually, at some point, they will start a war.
--posted by Kal
61. July 17th, 2007 5:14 pmSalan- "Mankind squanders its momentum in
wasted efforts thatyield nothing but increased complexity. "A painful
truth. It has been my own fantasy for years that THISis the reason no
aliens have ever contacted us: just at thepoint where the complexity of
any civilization allows them toget into space- the need for cross checks
and verificationsbecomes overwhelming. Like Douglas Adams' "shoe event
horizon",all civilizations at this stage reach a "paperwork eventhorizon",
where it becomes impossible to do anything but filenotices of proof that
you have filed the appropriate notices...regarding those notices that you
are required to file...Are we there yet? (I still fantasize about writing
that storysome day...)
--posted by Philip Rutter
62. July 17th, 2007 5:33 pmHumans or their successors really should get
out of the solarsystem before the Sun explodes a few billion years from
now, andGott's methodology it wouldn't be surprising to have
anotherdinosaur-killer-sized event happen within the next 65 millionyears
or so, so we probably should hurry up and get seriousabout getting off the
planet within the next couple of millionyears.But if we're going to
colonize other planets or nearby space, weneed more than just rockets -
we'll need to know how to runplanet-sized ecosystems and long-term
closed-ship ecosystems.It's going to take a long time to learn that, and
to develop thescience and engineering that'll make solar system
colonizationpractical, and we need to avoid becoming dead before we do
that.So far we've got one planet-sized ecosystem experiment that'sstarting
to fail badly - we've killed off lots of species on thedry parts,
seriously trashed the wet parts, measurably changedthe atmosphere, and
messed around with the thermostat. Theclosed-system experiments have
mostly been toy terrariums likethe Biosphere, and even it had to cheat
when the oxygen levelsgot too low, which you can't do in outer space. Even
theground-supported Space Station has had problems with weirdmolds.There's
a huge amount of fundamental bioscience that has to bedone before we leave
the planet, and if we can't clean up afterourselves here, we can't doing
anything long-term in spaceexcept as Earth-supported tourists. Tourism can
be fun, and cando a lot of cool science out there, some of which can help
uslearn what's happening down here and how to manage it better,but the
only way to save humanity through space travel is tosave humanity by
fixing the Earth first.
--posted by Bill Stewart
63. July 17th, 2007 5:42 pmSure, for what litle it is worth, I accept that
there is a smallprobability that we are in the last few percent of our
tenure asa species.However, that said, the theory does nothing to suggest
thatchanging planets will change our chances of living longer.Indeed,
taking the presidential example, all the theory tellsyou is that there is
a 2.5 percent chance he will be out ofoffice in only x weeks. Let's say
you want the president to lastlonger than x -- well, the thoery doesn't
tell you anythingabout that. Maybe (if it's January 19th) you need
aconsititutional amendment, or maybe not. That kind ofprescription
requires normal political analysis (e.g., shouldyou come clean about a
past cover up, or should you cover it upmore, do you have enough time left
for a consititutionalamendment, or would martial law and a coup work
better, etc.).Similarly, the theory tells us that there is a small
probabilitythat we will only last another 5,000 years or so. But the
theorydoes not tell you anything about whether moving to Mars willhelp --
or hurt. Indeed, if climate change is going to make thisplace
uninhabitable, we should get one the move. But if asupervirus is what is
going to get us, then all that money putinto space research (and not
vaccine technology) will actuallybe what kills us. Or vice versa.The
applicability of the theory is very broad -- but onlybecause it contains
so little information.In other words, there's no free lunch.
--posted by Chris vLS
64. July 17th, 2007 5:45 pmA quick technical question -- I haven't read
any of thesepapers, but I'm hoping a mathematician who has can help me
out.It seems as though this is all based on some kind of
symmetricprobability distribution, which for something like
politicalcareers or Broadway shows pretty reasonable. I tend to think
ofsymmetric distributions arising in situations in which the
same"dice-roll" is repeated over and over, and for business andpolitical
careers, that seems pretty alright.But is it reasonable to assume that the
probability distributionof life-spans for "human races" is similarly
symmetric? We arepretty clearly exceptional among all species we've ever
seen onearth. And as technology changes over time, it seems like thenature
of the game is evolving. So why should we think there isa symmetric
distribution? Seems to me like the risk ofextinction in any given year was
high, fell, and then began torise again as we developed nukes.Now, I know
this is adding other priors, but the assumption of asymmetric distribution
in the first place is a prior, yes?If anyone has the patience to explain
these subtleties of thetheory behind these papers to me, I would love an
explanation.My address is: nickeubank at gmail.comThanks!
--posted by Nick
65. July 17th, 2007 5:46 pmThink of the Copernican Principle as a
jacknife, that is, asimple, versatile, and generally available tool that
may beuseful when more specialized tools are unavailable, toodifficult to
use, or unlikely to be helpful. Jacknives arebetter for opening cans than
sewing machines, but not for sewingbuttons.
--posted by Mark Menchik
66. July 17th, 2007 6:10 pmAll I could think of while reading this
articlae was arrows andturtles.
--posted by Zeno
67. July 17th, 2007 6:44 pmIt's hard to believe Gott's argument is still
around. JohnB hasnailed the basic objection, which was analyzed in
fullmathematical detail by Carl Caves;
seehttp://arxiv.org/abs/astro-ph/0001414andhttp://physicsweb.org/articles/news/4/2/6
--posted by Mark Srednicki
68. July 17th, 2007 8:06 pmForgive me for being dense, but why is it so
imperative for ourspecie to "survive" at all costs? We have had our time
on thisplanet and have managed to inflict more destruction upon it inthe
last fifty years than it has sustained by other means in thelast fifty
million years. And now we assert our "importance"once again by arrogantly
thinking about how we can destroy yetanother planet in our God-like
"right" to survive. Tis' farbetter - and more honorable and moral - that
we expend ourenergies to fix this lovely blue planet before we
considerdestroying another. Truly, we are such arrogant, vicious worms.
--posted by anastasios sarikas
69. July 17th, 2007 8:11 pmWith the Gott estimates - consistent with the
rest of philosophy(including all of science) - posing the question limits
theavailable answers. How long will humans last? That question
isimmediately tied to the asker's current definition of `human'.You can
get any answer you want by varying the details of thequestion that you
ask.I don't mean to be derogatory! Asking questions is the fun part. Just
don't get carried away with the significance of youranswers.
--posted by Adam Hammond
70. July 17th, 2007 9:27 pmIt is regrettable that Richard Gott is still
purveying hisnonsense, but it is criminal that John Tierney has chosen
todraw attention to it in the NYT. To see why it's nonsense, takea look at
my article in Contemporary Physics, cited in Tierney'sarticle. Gott has
never accepted the bet on dogs' lifetimes thatI offered him in my article.
He would take that bet if heactually believed his own predictions, but
it's obvious toanyone that he would lose.- Posted by Carlton M.
Caves------------Response from John:I'll second Dr. Caves' recommendation
that you read his critiqueof Dr. Gott's paper -- and then read the
rebuttal by Dr. Montonand Dr. Kierland.Dr. Caves accused Dr. Gott of
putting forward his Copernicanformula as "a universal rule, applicable no
matter what otherinformation one has about the phenomenon in question." He
alsowrote that Dr. Gott "rejects as irrelevant the process ofrational,
scientific enquiry, replacing it with a single,universal statistical
rule."Well, that would indeed be a dubious way to do science -- if Dr.Gott
had ever done it. But he didn't. As I noted in my columnand my blog post,
Dr. Gott clearly acknowledges that you canimprove on his formula when you
have other information. In theirassessment of Dr. Caves' paper, Dr. Monton
and Dr. Kierland arepolite -- they call his interpretation "uncharitable,"
not"criminal" -- but they flatly reject his criticism: "We intendto make
clear that this is not the right way to understandGott's argument, and,
moreover, Gott makes it pretty clear thatthis is not the right way to
understand it."The bet that Dr. Caves mentions in his post was described
in a2000 article by my colleague James Glanz. Dr. Caves compiled alist of
24 dogs owned by colleagues and students of his at theUniversity of New
Mexico, and then offered to bet Dr. Gott aboutthe longevity of the dogs --
but only of the six dogs that Dr.Caves picked because they were more than
10 years old. Dr. Gottreplied that it was unfair to pick out a special
sample of dogsand then apply the Copernican formula -- which is based on
theassumption that you're not looking at a special situation. Thefair bet,
he said, was to apply the Copernican formula to theentire sample of 24
dogs listed by Dr. Caves. And the result, hewrites in his 2006 paper, is
that unless any of the dogs breaksthe Guinness record for canine longevity
(29.4 years), theCopernican formula has already accurately predicted
thelongevity of all of the 24 dogs except the two youngest, whoseoutcome
was still to be determined. Depending on the outcome ofthose two remaining
cases, Dr. Gott figured he would end up withan accuracy rate of 92 percent
(22/24), 96 percent (23/24) or100 percent -- right in line with the
95-percent accuracyexpected of the Copernican formula.Which, to repeat, is
not to say that the Copernican formula isthe one and only way to predict
dogs' longevity. You could makemore precise predictions by gathering other
data, like thelongevity of the average dog, or, better yet, the longevity
ofthe particular species of dog in question. The point is that
theCopernican formula enables you to make a prediction when youdon't have
other data.---------
--posted by Carlton M Caves
71. July 17th, 2007 9:39 pmI thoroughly enjoy this formula. Obviously, it
works best whenyou have no other information upon which to base your
assessmentof time. Otherwise, you'd use that information, wouldn't you.But
it's a rational way to go about the simple task of givingyourself
limits.My concern, however, is as this formula would be applied to
thehuman lifespan. Used on an infant, it would predict a child hasless
than 40 years to live. Now, this is not a terribly badestimate for an
infant when you consider mortality rates and thevulnerability of very
small children. So, I would be willing tooverlook this.Applied to an aging
human, however, you assume that an80-year-old man will live an additional
2 years; a 100-year-oldman will live 2.5 more years. It seems to me that a
flaw beginsto emerges here.This theory seems to hold that the timespan in
question ages ina linear fashion. This might be true of political careers
andBroadway musicals, but physical life-of humans, a galaxy or,say, a race
of beings-seems to age exponentially. Babies getincreasingly healthy as
they age; older humans tend to seehealth decrease accordingly. The
universe accelerates and, intheory, would decelerate in similar fashion.Of
course, we KNOW that 70 years is a reasonable, average humanlifespan,
given decent health. We would have no need to applyGott's formula to
anyone older than 68 years and 3 monthsold-since it's only useful if you
DON'T known your limits.But knowing that it works in this fashion, doesn't
it seem thatit would be MOST accurate when applied NEAR the very
"specialmoment" that you should avoid applying it during, at the
pointwhere the aging would be MOST linear?
--posted by Mikey
72. July 17th, 2007 11:17 pmIn regards to Gott's actual article, most of
the responses gotWAY off track talking about politics and even science.
His ideareally isn't SUPPOSED to be "science", but a neat stats trick.
Iwas impressed that it worked so well, and I'm a physics gradstudent who
works with statistics daily. The PHILOSOPHICquestions of when you can
apply this trick is the interstingthing. I'd like to hear more discussion
on that.In regards to Volt Rare's question "Is humanity mature enough
togrow up?" the answer is no. Many of the responses above seemedto agree
and blame the problem on Bush or corporate America, butPLEASE, those are
"easy" targets -- the problem is ourselves.I'm surprised by the animosity
of Maddy Wong's comment abovethat religious people should not be allowed
to spread theirbeliefs on the new colonies if we want them to survive. I'd
besurprised if a completely atheistic colony would do very well.If we
don't believe in God and obey His laws (every bit as realas physical
laws), we can always expect to have wars, hate, etc.It's nothing to be
surpised or depressed about, and blamingpolitical leaders or the general
attitude of the masses isn't ahelpful solution.
--posted by Glenn Strycker
73. July 18th, 2007 1:21 amIf the human species is a manifestation of
protoplasmic life'sreproductive urge, then life ought to induce rut. As
the hope oflife, humans can look for continued special care. If we
don'trespond to rut by moving life into the available space, thenwe're
doomed immediately.
--posted by Metarhyme
74. July 18th, 2007 4:10 amOne of the very important scientific intellects
andstatisticians of the 20th century, Sir Ronald A. Fisher, of "TheDesign
of Experiments" fame (and other accomplishments), wrotethat"Inductive
inference is the only process known to us by whichessentially new
knowledge comes into the world."That's the kind of assertion that keeps
professionalphilosophers bickering "in thoughts more elevate...in
wand'ringmazes lost"...forever.But "experience shows" that it seems to be
fundamentally true,anyway.And Professor Gott's formula in its fundamentals
seems not toinvolve magical numbers grabbed out of the air, but
insteadobservation and measurements - the basics of
"inductiveinference."So his Copernican Formula theory is very interesting.
It might,if rigorously validated, serve as a kind of work-around
inscientific investigations, which hold as the highestepistemological
standard of lawful relations found in nature,the "functional relation" -
conventionally a cause and effectrelation, where the cause is always a
prior event. TheCopernican Formula might also work as a kind of
heuristicdevice.The tricky word appears to be the word "thing." Many of
the"things" scientists -and other people - have thought they
havediscovered or demonstrated the existence of, down the years,have
eventually been shown to have been names, not of events orprocesses in
nature, but of "things we have made up" -explanatory fictions - which
function as temporary stand-ins forthe actual event or explanations of an
event or events, until abetter account is worked out.I'm convinced,
though, that the good professor is going farbeyond his facts - as
scientists are prone to do - if he says hecan show with his Copernican
Formula that we'd better getcracking with a project of colonizing other
planets.After all, the nearest star system to us, last time I checked,is
Alph Centauri, which is 4.3 light years away. Then there isBarnard's star,
at 6 light years. And then there's Wolf 359 at7.7 light years.And then
there's...Oh well, for the full list of the twenty-sixclosest stars or
star systems to
earth,see:http://www.astro.wisc.edu/~dolan/constellations/extra/nearest.html
--posted by Louis Massano
75. July 18th, 2007 4:33 amAs Mr. Tierney points out, and as many posters
have missed, Mr.Gott's theory is to be applied only when there isn't
otherinformation. Like any tool, it's not always useful. However, itis
still better than nothing.
--posted by Andrew Stead
76. July 18th, 2007 6:48 amGott's method relies on the property of power
distributions:many small events, few big ones.-Imagine, as another
example, that you'd have to choose betweenques in front of two telephone
booths: one was already occupiedwhen you arrived and other was snatched
right in front of yournose. You'd be better off wating for the later to
finish.
--posted by thomas lill
77. July 18th, 2007 1:26 pmI wrote the following letter that was published
in Nature in1994 about Gott's specious reasoning, and it still applies.
Idon't know if Mr. Tierney is aware, but this same argument madethe front
page of the Science Times at that time. It was wrongthen, and it is wrong
now, although it makes good press:To the editor,"There are lies, damn lies
and statistics" is one of thosecolorful phrases that bedevil poor workaday
statisticians wholabor under the illusion that they actually contribute to
theadvancement of scientific knowledge. Unfortunately, thestatistical
methodology of astrophysicist Dr. John Gott,reported in Nature 363:315-319
(1993), which purportedly enablesone to put statistical limits on the
probable lifetime ofanything from human existence to Nature itself,
breathes newlife into the saying.Dr. Gott claimed that, given the duration
of existence ofanything, there is a 5% probability that it is in its first
orlast 2.5% of existence. He uses this logic to predict, forexample, the
duration of publication of Nature. Given thatNature has published for 123
years, he projects the duration ofcontinued publication to be between
123/39 = 3.2 years and123×39=4800 years, with 95% certainty. He then goes
on topredict the future longevity of our species (5000 to 7.8
millionyears), the probability we will colonize the galaxy and thefuture
prospects of space travel.This technique would be a wonderful contribution
to science wereit not based on a patently fallacious argument, almost as
old asprobability itself. Dubbed the "Principle of Indifference" byJohn
Maynard Keynes in the 1920s, and the "Principle ofInsufficient Reason" by
Laplace in the early 1800s, it has itsorigins as far back as Leibniz in
the 1600's (1) . Among othercounter-intuitive results, this principle can
be used to justifythe prediction that after flipping a coin and finding a
head,the probability of a head on the next toss is 2/3. (2) It hasthe been
the source of many an apparent paradox and controversy,as alluded to by
Keynes, "No other formula in the alchemy oflogic has exerted more
astonishing powers. For its hasestablished the existence of God from total
ignorance, and ithas measured with numerical precision the probability
that thesun will rise tomorrow." (3) Perhaps more to the point, Kyburg,a
philosopher of statistical inference, has been quoted asdescribing it as
"the most notorious principle in the wholehistory of probability theory."
(4)Simply put, the principle of indifference says that it you knownothing
about a specified number of possible outcomes, you canassign them equal
probability. This is exactly what Dr. Gottdoes when he assigns a
probability of 2.5% to each of the 40segments of a hypothetical lifetime.
There are many problemswith this seductively simple logic. The most
fundamental one isthat, as Keynes said, this procedure creates knowledge
(specificprobability statements) out of complete ignorance. The
practicalproblem is that when applied in the problems that Dr.
Gottaddresses, it can justify virtually any answer. Take the
Natureprojection. If we are completely uncertain about the futurelength of
publication, T, then we are equally uncertain aboutthe cube of that
duration, T cubed. Using Dr. Gott's logic, wecan predict the 95%
probability interval for T cubed as T3/39 to39T cubed. But that translates
into a 95% probability intervalfor the future length of publication to be
T/3.4 to 3.4T, or 42to 483 years, not 3 to 4800. By increasing the
exponent, we cancome to the conclusion that we are 95% sure that the
futurelength of anything will be exactly equal to the duration of itspast
existence, T. Similarly, if we are ignorant aboutsuccessively increasing
roots of T, we can conclude that we are95% sure that the future duration
of anything will somewherebetween zero and infinity. These are the kind of
difficultiesinherent in any argument based on the principle of
indifference.On the positive side, all of us should be encouraged to
learnthat there can be no meaningful conclusions where there is
noinformation, and that the labors of scientists to predict suchthings as
the survival of the human species cannot be supplantedby trivial (and in
this case specious) statistical arguments.Sadly, however, I believe that
this realization, together withthe superficial plausibility (and wide
publicity) of Dr. Gott'swork, will do little to weaken the link in many
people's mindsbetween "lies" and "statistics".Steven N. Goodman, MD, MHS,
PhDAsoc. Professor of Biostatistics and EpidemiologyJohns Hopkins
UniversityReferences1. Hacking I. The Emergence of Probability, 126, (
CambridgeUniv. Press, Cambridge,1975).2. Howson C, Urbach P. Scientific
Reasoning: The BayesianApproach, 100, (Open Court, La Salle, Illlinois,
1989).3. Keynes JM. A Treatise on Probability, 89, (Macmillan,
London:1921)4. Oakes M. Statistical Inference: A commentary for the
socialsciences, 40, (Wiley, New York, 1986).
--posted by Steve Goodman
78. July 18th, 2007 1:51 pmA different analysis: based on evidence from
evolution andfossils and the like, we know that from bacteria evolved
fishwhich evolved into land animals which evolved into
humans.Consequently, bacteria have lived longer than humans and so
havefish and all of the other "inferior" creatures. Based on thistheory,
since humans have been around for the least amount oftime, they will be
the first to go, followed by chimps and thenfish and bacteria will luckily
be last. This goes against Darwinreasoning since evolution would be "going
backwards," however,this is based on the assumption that humans are
superior andtherefore more fit for survival than bacteria.However, IF
(capital for a reason) this method for predictionsis true, than it must
also follow that bacteria will live longerthan humans. Consequently, if
anyone should be sent on a 1stclass trip to Mars it should numerous
diverse species ofrapidly-dividing able-to-survive-anywhere bacteria.
Bacteriawere able to survive the longest out of most if not all
livingorganisms and should be first priority. That way, even if humansdie
out after x many years, bacteria could restart what they didon
Earth.Obviously, the bacteria has to be able to adapt and survive
onanother planet, but if one species does, than it can rapidlymultiply and
reproduce at which point we could introduce newspecies and try to have as
many different self-sustainingspecies as possible on another planet.This
approach would also solve any political problems betweenthe new colony.
--posted by Dmitriy Timerman
79. July 18th, 2007 3:58 pmI'm surprised that only one comment above seems
to identify whatI find to be the biggest limiting factor of the usefulness
ofGott's formula: the probable outcomes give enormous spans oftime! If a
Broadway show has been running for, say, 10 years,then there's a 95%
chance that it will continue running forsomewhere between six months and
another decade (roughly). Sowhat? I agree that it's a neat statistical
trick to play withone's friends (should one have any) or to discuss
inphilosophical treatises (that I will enjoy reading, thanks forthe
links), but the applied usefulness seems so limited as to benearly
negligible in the real world.By the way, can we all agree to call this
formula Gott's Dice?
--posted by mrgeof
80. July 18th, 2007 8:09 pmI would like to expand upon Mark Schroeder's
excellent comment(#59).Dr. Gott's statistics require 3 assumptions. One,
the givenprocess has a definite beginning in time. Two, the given
processwill have a definite end. And three, the only information to beused
concerning the given process is its known time of duration,regardless of
what other information may exist about the processitself or similar
processes.In essence, we treat the total (start to finish) duration as
ifit is completely random: not only could the end occur at anytime, but it
has an equal chance of ending at any given time. Wedo not assume to know
what those chances are, only that they areconstant with time for a given
process. All of the examples(thus far) of supposed problems with Dr.
Gott's method areassuming non-randomness and a knowledge of how the
chances (ofthe process ending) vary with time. Yes, we know that most
ofthe processes we observe are not random in length. When (ifever) is it
useful to treat them as such?Under Dr. Gott's assumptions, one can say the
following with100% certainty: A process which is happening now will end
atsome point in time between now and the infinite future. Equally,one
could say with 0% certainty: A process which is happeningnow will end at
the exact time T, where T is a single point intime that lies between now
and the infinite future. Betweenthese two extremes, any desired level of
certainty can becalculated, and each will require a different span of
timeduring which the process may end. For a given current processduration,
the longer the ending time span is allowed to be, thegreater the certainty
of the process ending within that time.Now, to understand the significance
of a given stated certainty(and the time span associated with that
certainty), is a verydifferent problem. This will require a close look at
the thirdassumption, which tells us that our only data point is
theduration of the process at the present time.Let's say we have two
timers that will count up to differentunknown times. Timer A been counting
longer than Timer B. Wedecide to wait for them to finish and want to know
our chancesof seeing the end. Since all we know about each timer is
itscurrent duration, we can only state the probability that we willsee it
stop in terms of its duration compared with how long weplan to wait. The
longer a timer's duration, the longer we mustbe willing to wait to achieve
a given certainty of seeing itfinish. We must wait longer for Timer A to
achieve 95% certaintythan we do for Timer B.To put it simply, Dr. Gott's
statistics are no more than astatement of how long we have to wait to be
95% sure to see aprocess end if we treat its total duration as purely
random. Thetime span for a given certainty is always increasing as
theprocess duration increases. 95% sure today means waiting 1 year,and 95%
sure at a later time means waiting 100 years. Remember,you always have to
plan to wait an infinite amount of time to be100% sure of seeing the end.
The small twist that Dr. Gottintroduces from the timer example is that he
tells you how longyou may first close your eyes and then how long you must
watchthe timers to be 95% sure of not missing the end.As an aside, Dr.
Gott's statistical method can be applied inreverse to find the statistical
certainty associated with aprocess having begun within a given time span.
The data pointrequired to work backwards is the time span between when
itbecame known that the process was occurring and the time atwhich the
process ended. A slightly different method ofcalculation would be needed
if the beginning and end times ofthe process were unknown, with only a
known intermediate periodof duration, but in both cases a statistical
certainty for agiven starting time frame could be calculated using
theCopernican Principle.
--posted by PDS
81. July 19th, 2007 9:18 amI'm not sure why this is so controversial. It
is almost commonsense and a simple probabilistic distribution based on
limitedknowledge. It doesn't seem very useful, as it is more usefulfind
relevant information to make the application of this theoryirrelevant.As
an example on leaders, would you rather make a prediction onthe length of
time of a presidential tenure based on how longthe current man has been in
office or based on the rules of lawand past information on presidential
term longevity? For otherleaders, like a dictator, I would want an
equation that figuredthe probability of a coup, assasination, etc.As far
as the human species, I don't find any problem with thespan of his
prediction, when you consider evolution is anongoing process. How much
longer will homo sapiens be the topspecies? Will we (probably) evolve into
a higher species (with95% probability) in the time span Gott has
allotted?Trying to find more specific knowledge is ever so much moreuseful
than just a big time interval prediction, with suchthings as aliens and
colonization. For instance we are busytrying to get more accurate numbers
for the specifics inside thedrake equation by studying the universe.In
summary, I would say you get little out with little in, andcertainly
little information is either put in or received fromapplication of the
copernician formula.
--posted by jsw
82. July 19th, 2007 11:40 amA recent Wired article, How NASA Screwed
up(http://www.wired.com/science/space/magazine/15-06/ff_space_nasa),
details a plausible impetus behind the push forunnecessary manned
expeditions:"With the space station now almost universally viewed
asworthless, the manned-space funders need a new boondoggle. Themoon-base
idea, pushed by President Bush, fits the bill."Happy birthday Heinlein.
--posted by Baldwin
83. July 19th, 2007 11:49 amI think Caves and Goodman are right as far as
the usefulness ofGott's idea goes but I think they miss something. Suppose
Iobserve a process -- say a machine running or a timer thatdisplays time
run -- and I ask myself what is the probabilityI've observed the timer in
a middle of a run. If it is themiddle then it's easy to predict the end
time (obvious)but howdo I know that for any particular timer? But consider
a MonteCarlo -- after observing 25000 timers at random the average
(orexpected value) of the probability of arriving in the middle ofrun time
is .50069.
--posted by Steve Myers
84. July 19th, 2007 1:03 pmIt should be noted that Dr. Gott's statistical
method is NOT amethod of prediction, whether or not he views it as
such.Indeed, it cannot be used to predict, for he assumes from
thebeginning that the total duration is completely random andtherefore can
end at any time with equal probability.His method merely gives us a
quantitative answer to thisquestion: "How surprised should I be (or, how
`lucky' would Ihave to be) to see a process end, given that it has
beenoccurring for X amount of time and I plan to watch for Y amountof
time?" Another way of saying this is: "What are the chancesthat I will be
around for a 'special' time in this process,given the times X and Y (as
defined above) and assuming that Iam not seeing it at a special time now
(i.e. assuming theCopernican Principle applies)?"Let's use the geyser
example, and let's say that we have exactly1 hour to watch before we
leave. Because the first geyser hasbeen active for 100 million years, it
would certainly be asurprise if it suddenly stopped during our observation
time. Our1 hour observation is clearly an extraordinarily small fractionof
the geyser's full lifetime. We may be somewhat surprised ifthe 10 second
geyser stopped, but that would be due to our extraassumptions about
intergalactic geysers and has nothing to dowith our one and only data
point (current process duration), towhich we have sworn complete
loyalty.We would be much more surprised, and rightly so, if we returnedto
Geyser Intergalactic Park in 100 million years and found our10 second
geyser from the first trip (having never stopped) wasstill in business! Of
course, it would be a retrospectivesurprise that we had witnessed such a
long-lived geyser a mere10 seconds after its birth. It turns out that our
originalobservation of its infancy was just as much of a rare event
aswitnessing the end of the long-lived geyser.As this example shows, the
real use of Dr. Gott's statistics isas a measure of our surprise at seeing
(or not seeing) the endof a process in a given amount of time. In the
reverse mode,where we are concerned with unknown beginnings instead
ofendings, these statistics give us an expected measure ofsurprise if it
turned out that the process began between twogiven points in time.
--posted by PDS
85. July 19th, 2007 2:07 pmGott's temporal Copernican principle is valid
in most contexts,as long as one is not making the observation at a special
time.Tierney's comments on estimating the duration of a marriage atthe
wedding are exactly on the mark. You cannot usefullyestimate how long the
marriage will last "because you've beeninvited to observe the beginning of
this marriage, so you knowyou're seeing it at a special point in time".For
exactly the same reason, Gott's formula is not useful inestimating the
duration of the human race. Civilization neededto advance to a certain
point before developing this formula. Ithas just been done, so we know
that we are observing humanity ata special point in time. Thus, the basic
requirement for theformula to be valid does not apply in estimating the
lifetime ofthe human race.Note that Gott's formula will also be invalid
for other eventsprimarily caused by humans, such as the extinction of a
numberof species. One can test this by predicting the lifetime of
thespecies of California condor or Northern white rhinoceros.
--posted by Philip Kaaret
86. July 19th, 2007 7:12 pmI'm sorry, Mr. Myers, but your Monte Carlo
simulation (incomment #83) will not give the results which you have
stated,although the discrepancy is a subtle one. You are either usingthe
wrong set of initial conditions, or you are choosing thewrong quantity as
your answer.Mr. Myers' result is perfectly correct for a
coin-flippingproblem, where one flips a coin N times and divides the
numberof times the coin comes up `heads' by N. The resulting answerwill
approach the exact value of 0.5 as N approaches infinity.This shows
empirically that the odds of obtaining the result ofheads is 50%, which we
already knew to be true analytically.It is true that Dr. Gott's statistics
also rely upon there beingonly 2 possible outcomes at each moment: the
process continuesor it stops. However, Dr. Gott must begin with the
assumptionthat he cannot assign a value to the odds of either outcome
atany time, unlike the coin problem. If we assign a constantfinite value
(no matter how small) to the odds of a processending at each moment, then
we will have a process that has acharacteristic (relatively predictable)
total time duration.This is the reason that we are surprised to observe a
very longstreak of heads without any tails. Flip a million coins and
youwill have thousands more occurrences of 2 heads in a row
thanoccurrences of 8 heads in a row. The heads-only process has ahigh
probability of a short life, although once the process hasstarted the odds
are always %50 of it continuing to live on thenext flip. (If this is not
helping to illustrate the point, thenlook into radioactive half-lives.)
Thus, the resulting lifespandistribution for such a process is NOT the
same as a uniformlyrandom distribution.Here is one Monte Carlo simulation
that can be taken asrepresentative of Dr. Gott's ideas: Take a single
photo of awall with 25000 timers which have already been running for
arandom amount of time and are set to end at random times, all ofwhich are
still running. Then wait for them all to stop.Calculate the ratio of the
time displayed in the photo to thetotal time each of them ran. You will
find that the average ofall the individual ratios is very close to 0.5,
which is thesame as our coin-flipping scenario. However, in this case
theaverage ratio is 0.5 simply because the individual ratios arerandomly
distributed between 0 and 1, and not because the oddsof arriving in the
middle were 50%.If it is true that "the average (or expected value) of
theprobability of arriving in the middle of run time is .50069'',then
50.069% of all of our timers will be found to have a ratioequal to 0.5 (or
extremely close to that) and the rest of themsome other random ratio,
which is certainly not the generalcase. Of our 25000 timers, most were
very far away from themidpoint if our period of observation was short
compared to theaverage final timer length. (In fact, not a single timer
wasonly seen at the exact midpoint because our photograph had afinite
exposure time; so it makes no sense to speak of observingor arriving at an
exact midpoint in time.) We can check how manytimers went through their
midpoints during the time our shutterwas open, and that number would be
very close to zero if theshutter speed was 0.001 seconds and the average
timer's totaltime was 100 years. We can calculate the expected probability
ofobserving the middle, and that value equals the ratio of ourexposure
time to the average timer's final time.Mr. Myers' answer overlooks this
important length-of-observationto average-length-of-timer dependence. He
has given us either oftwo wrong answers: (1) the average of all the
individual elapsedtime to total time ratios, which merely restates our
initialassumption of randomness, or (2) the "probability of arriving inthe
middle of run time" for the single case where the exposuretime equals half
the average timer's total time, instead of thegeneral solution.Dr. Gott's
method tells us that we have a high probability ofseeing fewer long timers
reaching their midpoints and seeingmore short timers reaching their
midpoints. We observe along-lived timer for a small fraction of its life
compared tothe (large) fraction we observe of a short-lived timer's
life.The hard thing to wrap our minds around is this: while it istrue that
we are more likely to observe a short timer'smidpoint, it is also true
that the timers themselves all hadequal chances of being at their
midpoints during our photo,regardless of their total lifespans.
--posted by PDS
87. July 19th, 2007 8:12 pmBut with the marriage example, one is
incorporating the previousknowledge that most marriages don't end soon
after they start,an assumption that with the geyser example we are not
allowed tomake. There is always other knowledge available because theworld
is infinitely full of possible data sets, it's just amatter of what we
decide to believe is relevant.
--posted by mrgeof
88. July 19th, 2007 8:51 pmThe question is, what difference does it make
if human lifeceases? Each one of us dies only once, and then it is all
over.The continuation of humanity is irrelevant. Probability theoryis
fascinating, but better applied to more important questions,like the odds
that the fish on my dinner plate, that has beenthere for only ten seconds,
will still be there six minutes fromnow.
--posted by Ian Campbell
89. July 20th, 2007 10:27 amIt has been about 65 million years since the
last majorextinction. Using Gott's 1/40 methodology, we have about
1.5million years before another extinction in likely. Why should wespend
money now to development technology which we won't needfor 1.5 million
years? With any reasonable rate of technologicalprogress, we should be
able to deal with a similar extinction1.5 million years from now.
--posted by Bob Jackson
90. July 20th, 2007 12:08 pmThis is in the category of a parlor game.
Fascinating, but notworth much.Betting on or trying to predict the
continued existence ofhumanity would be more interesting if the potential
causes ofdecline in population (and therefore the start of
extermination)were handicapped for their potential impact on the
supposedlyinevitable outcome.The nanny state appears to be a more likely
culprit than doeswar at this point in time. Wars end, but entititlements,
theyare forever.
--posted by A3K
91. July 20th, 2007 12:17 pmClarification: the average of a set of random
numbers in (0,1)interval approaches .50 which is not the same situation as
coinflips. My point was that Gott's rule is useless for predictinglife
time of any timer. The question concerning run time ofanything is not
really dependent on observation time (exposuretime). In the real world of
predicting reliability of aproduction line given run times we use a known
probabiltydistribution ( Weibull) or the Kaplan-Meier approach.
--posted by Steve Myers
92. July 20th, 2007 4:36 pmIn response to PDS, I'm not sure if I
completely agree with you,however. Or maybe I do, but I don't agree with
Gott and becameconfused with your point.Yes, it's true that in a series of
coin flips, no matter whatthe previous cases were, the NEXT coin flip is
50/50heads/tails. It is also true that if you flip coins and THENlook at
the outcomes, longer streaks are less frequent thanshort streaks.So if we
apply Gott's argument to radioactive decays, it DOESN'Twork. At any given
moment, a given particle has a smallprobability of decaying, and that
probability of decay isCOMPLETELY (as far as we know) independent of it's
previouslifetime. In fact, this is probably the best counter-example
toGott's idea, and few people have picked up on it. Gott'sargument is
something like "the longer something has beenaround, the more likely it is
to stay around longer". This isNOT true in a sense, because we are saying
with radioactiveisotopes that there is no correlation between previous
times,but each time interval has an equal probability of decay.
Gott'sargument fails before we even begin.Where Gott's argument may be ok
is in looking at phenomena forwhich there ISN'T a probability of death,
but phenomena which heassumes already have a fixed lifetime. Then he
assumes that weour observation must be a random sample in that interval.
Allhis argument is saying is that our fixed delta_t observsationtime is
probably in the middle 95% of the fixed total lifetimet, so we can predict
based on the previous time elapsed what thetotal time will be.Where people
get hung up is the word "prediction". Gott'sargument only works if the
time interval was fixed -- for anyreal process, time intervals are
somewhat random, somewhatdependent on other things. I don't think humans
have the samedeath statistics as radioactive particles -- there's not
reallya probability of death every second. Well, maybe there is
(heartattacks, aneurisms, car accidents, and the like), but if youplot the
average lifetime of people there is a peak, so it isn'tan exponential
distribution like in decays.So I think that is where the philosophy come
in: Gott is reallyjust saying that if you encounter a new phenomenon you
shouldassume that the model is a "square" one -- the probability ofyour
observation is equal for all times in the lifetime of theevent. Other
people might instead say that "all things beingequal" that all death/decay
statistics should be modeled afterradioactive decays. In this sense we
cannot predict much ofanything without a large number of observations on
identicalparticles (or systems). But maybe we CAN predict some things --as
Gott does with other statistics, we could predict thehalf-life of a system
with 95% confidence maybe. And in thatsense we could still be surprised if
the particle X that hadbeen around 50 million years would decay before
particle Y thathad been around 5 minutes decayed. Or would we? Hmm...
--posted by Glenn Strycker
93. July 21st, 2007 2:55 pmI especially liked this part of the original
article:"In 1970 everyone figured we'd have humans on Mars by now, butwe
haven't taken the opportunity," Dr. Gott says. "We should itdo soon,
because colonizing other worlds is our best chance tohedge our bets and
improve the survival prospects of ourspecies. Sooner or later something
will get us if we stay on oneplanet. By the time we're in trouble and wish
we had that colonyon Mars, it may be too late."Well- I'm only a geologist
to parm' me but, just suppose we WASsmaht 'nuff and DID set up our colony
on Mars. And then'something' came to `get us' -- RIGHT UP THERE?And --
gosh, I'm so picky but it's a professional necessity -- Inotice that an
airliner crashed yesterday somewhere in theSouthern Hemisphere -- did Dr.
Gott send out a prediction whileit was in flight, listing the
probabilities for minimum andmaximum further duration of that flight? How
about at the momentthe poor, doomed pilot added power on that rain-slicked
runwayand tried for a go-around?What would Dr. Gott have predicted, at
that `not particularlyspecial' moment?Hate it when that happens. But then
I imagine that any system oftransport from here to Mars will have resolved
any suchintermediate doubts on long-distance space travel........
--posted by Bob Tyson
94. July 21st, 2007 6:17 pmFor one thing, the very notion that an Elite
could rule over theEarth from Mars is preposterous in the extreme and
evidence of amind unworthy of being taken seriously.For another thing,
World War II ended for the very simple reasonthat the Allies Won and the
Axis Powers (Germany, Italy, andJapan) lost.With Germany and Italy,
Nuclear Weapons played absolutely norole in granting the Allies victory.
And as for Japan, they werealready crushed as a Military Power by the time
the Bombsdropped on those two cities; and the war in the Pacificcertainly
was going to end soon even without those expedients(they probably took
months off the war at most).As for the Copernican Model, it seems
unassailable in principleeven if its predictive power can sometimes be
outdone by othermore exact and specific techniques.Other times, though,
there's a strong stench of subjectivityinvolved in a predictive analysis;
and in those cases theCopernican Principle (for all its unexactness) is
vastlypreferable to an illusion of objectivity that in fact has nofirm
footing in evidence or valid logic.
--posted by John Taylor
95. July 22nd, 2007 9:34 pmAnd if humans become extinct, ...? This will
matter to whom?
--posted by William Madden
96. July 23rd, 2007 4:58 pmGott's theory is ridiculous and simply based on
math.Every time his principle is applied, a slightly different resultis
generated, depending on the time which has passed, meaningthat no actual
accurate prediction could ever be consistentlyreached.Also, what defines a
time as a specific time. Everytimesomething is measured, that becomes a
specific time. Its aparadox which thwarts his assumption... applying his
theorymeans it is automatically false and defeated.
--posted by Sean Lambert
97. July 24th, 2007 11:50 amBob Jackson is wrong about one thing. It's not
been 65 millionyears since the last great extinction event. There's one
goingon right now where at least half of all species living on thisplanet
will be extinct before your grandchildren reach collegeage. This month's
Scientific American has a good survey articleon this, along with a
complementary piece on climate change.
--posted by Frank Lazar
98. July 28th, 2007 8:29 pmThe Geyser Park example is a bit of a swindle.
If one sees a100-million-year-old geyser and a 10-second geyser, then
thesubjective implication is that there is an equal priorlikelihood of
seeing extremely long-lived geysers and veryshort-lived geysers. That is,
this particular situation iscontrived to suggest that there is no
characteristic scale forgeyser lifetimes, and so the implied underlying
probabilitydistribution for geyser lifetime T (for currently
shootinggeysers) is proportional to 1/T, as is explained in the
linkedpapers. But this is the specific distribution that is necessaryto
make Gott's prediction valid. So, this example "proves" Gottin the
subjective sense simply by cleverly implying adistribution that makes it
correct.Suppose, instead, that we entered Geyser Park and saw the10-second
geyser, and dozens of geysers in the range 2 secondsto 9 seconds (and
nothing else). In this case, we'd subjectivelyconclude that there is some
upper limit to geyser lifetimes,probably not much more than 10 seconds,
and therefore expect the10-second geyser most likely to end soon (well, I
would). Here,a distribution is implied that has a characteristic
geyserlifetime of perhaps 5-10 seconds.The point is that our subjective
expectations are determined bythe distribution we see, which implies some
specific underlyingdistribution. If we see nothing but the 10-second
geyser, thenit's not clear to me that any expectation about future
lifetimeis justified. If it stopped shooting after one second, one day,or
one week I wouldn't be surprised. (Maybe I'd be surprised ifit turned out
to be 100 million years.) Certainly, claiming thatthere's a 50-50 chance
of it stopping before 10 more seconds isjust pulling a probability out of
a hat.Gott's examples "verifying" his formula are also
collectivelysomething of a swindle. The Copernican principle itself
onlyestablishes that Gott's formula will hold true for a largeensemble of
randomly selected processes. That is, for a largerandom selection, 95%
will ultimately be found to have lifetimesbetween age/39 and age*39,
whatever the current age is for anygiven process. This will be true for
any underlyingdistribution, provided the lifespans of the ensemble
arerandomly oriented relative to "now." Demonstrating this resultwith
examples isn't terribly interesting, because this basicconsequence of the
Copernican principle has no predictive powerin itself, but that's really
all he does. He gives the examplesof ensembles of world leaders, Broadway
shows, department-owneddogs, and so forth, but these ensembles are random
selectionsfrom some overall distribution (with no consideration
ofindividual ages ahead of time), and so it is almost a trivialresult that
the Gott formula is found to hold true for 95% oftheir members. It is
likewise not surprising that his dozen orso examples of individual
processes also follow the formula asit can be presumed that these are all
randomly selected fromsome ensemble of processes, also with no
consideration of agebeforehand, and so a "hit" rate of even 100% for such
a smallnumber is not surprising.The predictive power of Gott's formula
comes from the assumptionthat the formula can still be applied to a given
process evenafter the age of the process is known. This assumption is
thatthe fraction of the total lifespan that an observed agerepresents is
still randomly positioned from 0 to 1 even afterthe age is determined.
This will generally be false because foralmost any actual distribution,
there will be a correlationbetween the observed age and the resulting
lifetime fraction.For example, if all current world leaders were serving
(randomlyoriented) 4 year terms, then finding out that a given leader
hadserved 1 year so far would establish that the fraction isexactly .25
(not still anything from 0 to 1) and so thecorrelation is exact in this
case (but note that the Gottformula will still hold for all the leaders
collectively). Forother distributions the correlation will be weaker but
stillpresent. Only for the specific 1/T probability distribution isthere
no correlation, and so for that case it is still valid toassume that any
value of the fraction is equally probable whenthe age is known. Only for
that particular distribution is theGott future probability prediction
valid.Gott's examples seem intended to establish that the
effectivedistribution for current processes is 1/T, and this issupposedly
"proved" because all the examples are seen to followthe formula. But
taking random ensembles of all processes (fordifferent classes of
processes) and comparing with the Gottformula does nothing to prove the
1/T distribution because theGott formula will be true for random ensembles
overallregardless of the distribution. And that is why his examples area
swindle: the number and randomness of them over various agesare supposed
to prove his formula's predictive power (See? Itholds for all ranges of
ages of things!) but it is precisely therandomness over ages that kills
the utility of his examples toprove anything, because with such a
selection of examples theGott formula will be confirmed pretty much no
matter what, andthus provide no proof--at all--of the more
restrictiveassumption (i.e., 1/T distribution) that gives the
formulapredictive power.The proper proof would be to take ensembles of
processes offixed ages and then see what happens, for a variety of
agesindependently. If we select a large random sample of currentprocesses
that are 1 day old, and confirm the Gott formula forthis ensemble, the
predictive power of the formula would beconfirmed (for 1 day old
processes, absent any otherinformation). If Gott is confirmed also for
1-week, 1-month,1-year processes and so on, then we could accept that
thepredictive power of the formula is generally correct. Butapparently
nothing like this kind of analysis has been done.In brief, to get
predictive power from the Gott formula, we needto presume not just the
Copernican principle but something closeto a 1/T probability distribution
for lifetimes of currentprocesses as well. There is no subjective
expectation that thisis generally so for totally unknown distributions
(i.e. geyserexample), because we can concoct hypothetical situations
tosubjectively imply any distribution (and I don't think a singleisolated
sample of a distribution generates any reasonableexpectations). There is
no objective evidence that this is soeither; Gott's examples only prove
the Copernican principle ingeneral and not at all the 1/T distribution in
particular.
--posted by D. R. Mizuno
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