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7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 1/13
Ethan Siegel Follow
The Universe is: Expanding, cooling, and dark. It starts with a bang! #Cosmology Science writer,astrophysicist, science communicator & NASA columnist.Jul 3 · 7 min read
No, We Haven’t Solved The Drake Equation,The Fermi Paradox, Or Whether HumansAre AloneThe absence of evidence is not evidence of absence,but substituting wild speculation for evidence isn’teven science.
. . .
In 1950, Enrico Fermi famously asked the question, “Where is
everybody?” It wasn’t because his retinas detached; it was because he
was curious about the lack of visits by extraterrestrials. If life in the
Universe is ubiquitous, the argument goes, then surely the signs of it
should be everywhere? Over the past 60+ years, we’ve developed a
number of possible explanations for this puzzle, known today as the
Fermi Paradox.
Intelligent aliens, if they exist in the galaxy or the Universe, might be detectable from a variety of
signals: electromagnetic, from planet modi�cation, or because they’re spacefaring. But we haven’t
found any evidence for an inhabited alien planet so far. We may truly be alone in the Universe, but the
honest answer is we don’t know enough about the relevant probability to say so. (Ryan Somma
/ �ickr)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 2/13
On the surface, this seems like a reasonable question to ask. There are
billions of stars in the galaxy, many of which have Earth-like planets,
and if Earth is fairly typical, some of these may have developed
intelligent life. Many of us on Earth are working to develop interstellar
travel, and even though the galaxy is 100,000 light years across, we’ve
been around for many billions of years. If life is common, then where is
everyone? A new paper claims to have the answer, but their
conclusions are highly suspect.
Clearly, if they’re out there, they haven’t shown up around these parts
or left sure�re signs of their existence. Our searches for alien
civilizations — such as with giant radio dishes and projects like SETI —
have all come up empty, with no signatures of an alien intelligence out
there. UFOs are likely to have earthly explanations, not extraterrestrial
ones. Exoplanetary searches, exempli�ed by NASA’s Kepler mission,
have turned up thousands of planets beyond Earth, many of which are
Earth-like in size, teaching us that there are literally billions of chances
for Earth-like life in our galaxy alone. Yet no life beyond Earth has ever
been found; not on those worlds, nor on any of the other worlds in our
Solar System.
An artist’s rendition of a potentially habitable exoplanet orbiting a sun-like star. When it comes to life
beyond Earth, we have yet to discover our �rst inhabited world. (NASA Ames / JPL-Caltech)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 3/13
Water, light, heat, organic molecules, and the ingredients for life are
indeed everywhere. But aliens of any type have yet to show themselves.
For all we have hard evidence for, Earth may be it for life in the entire
Universe.
If that sounds pessimistic to you, or, as Carl Sagan put it, “an awful
waste of space,” you’re not alone. Back in the early 1960s, Frank Drake
put forth an equation that allowed us to make an estimate of the
number of spacefaring, intelligent alien civilizations out there — in
either our galaxy or the entire observable Universe — at any point in
time. Although we knew very little about the various parameters in it,
the Drake Equation is still used by many today to estimate the number
of potential civilizations we can communicate with in space.
The hematite spheres (or ‘Martian blueberries’) as imaged by the Mars Exploration Rover. These are
almost certainly evidence of past liquid water on Mars, and possibly of past life. NASA scientists
must be certain that this site — and this planet — are not contaminated by the very act of our
observing. As of yet, there is no sure�re evidence for either past or present Martian life. (NASA/JPL-
Caltech/Cornell/ASU)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 4/13
While we can make better estimates, today, of quantities like:
the number of stars in each galaxy,
the number of galaxies in the Universe,
the fraction of stars that are like our Sun,
and the fraction of Sun-like stars with potentially habitable, Earth-
sized planets,
there are still a few enormous unknowns that are out there.
•
•
•
•
The Drake equation is one way to arrive at an estimate of the number of spacefaring, technologically
advanced civilizations in the galaxy or Universe today. But until we know how to estimate these
parameters, we’re just guessing at the possible answers. (University of Rochester)
The possibilities of having another inhabited world in our Milky Way are incredible and tantalizing,
but if we want to know whether it’s real or not, we absolutely have to get the science right.
(Wikimedia Commons user Lucianomendez)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 5/13
In particular, there are a few steps that we simply don’t know how
frequently they occur. They clearly occurred here on Earth, but we
haven’t, as of yet, discovered anyplace else in the Universe where even
one has occurred. These are the steps that lead us from non-living
molecules to the complex, di�erentiated, intelligent species that we
fancy ourselves to be.
This equates to two (in the Drake equation) unknowns that are
absolutely necessary to reach the ultimate goal of intelligent aliens:
the likelihood of creating life from non-life on an Earth-like world,
and the likelihood of that life evolving into an intelligent,
communicative, and possibly interstellar species.
In terms of raw probability, we have no idea how likely or unlikely these
events are.
Sure, there are plenty of sensible things we can say about them. We can
talk about the experiments we’ve done to create organic molecules
from raw, inorganic ingredients. We can discuss the complex organic
molecules we �nd in interstellar space or in meteorites. We can
mention the tantalizing hints that worlds in our Solar System house
1.
2.
Structures on ALH84001 meteorite, which has a Martian origin. Some argue that the structures shown
here may be ancient Martian life, but others contend that this is Earth-originating life that has made
its way into a Martian rock. No such fossils have been found in situ in the rocks examined on Mars.
(NASA, 1996)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 6/13
about watery pasts, sub-surface liquid oceans, and potentially fossilized
microbes. And we can look at the fact that, if we extrapolate the genetic
information encoded in extant organisms back to the formation of the
Earth, they indicate that what we consider “life” to be may have had its
origin billions of years before our planet came into existence.
But none of that is reasonable for calculating a probability for the
likelihood of life arising from non-life, given an Earth-like world. The
odds may be extremely high, like a few percent, as some have
estimated. But the odds could be catastrophically low: one-in-a-million,
or even worse. Life could be incredibly rare. The fact that life exists on
Earth does not mean we didn’t win the cosmic lottery. We cannot draw
a reasonable conclusion from a sample size of one.
And things get even worse if you try and extrapolate that second
conditional probability: given life, what are the odds that it becomes
intelligent, sentient, spacefaring and communicative across interstellar
distances?
On this semilog plot, the complexity of organisms, as measured by the length of functional non-
redundant DNA per genome counted by nucleotide base pairs (bp), increases linearly with time. Time
is counted backwards in billions of years before the present (time 0). Note that, if we do this
extrapolation, we might conclude that life on Earth began billions of years prior to Earth’s formation.
(Shirov & Gordon (2013), via https://arxiv.org/abs/1304.3381)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 7/13
Again, we have a sample size of one. There are many steps that life took
on Earth to bring us to this point, including mass extinctions, selection
pressures, a changing environment, asteroid strikes, and much, much
more. For over four billion years on this world, there was nothing we’d
call “intelligent” by human standards. For over half a billion since the
Cambrian explosion, it’s only for the past 200,000 or so that a species-
of-interest existed on Earth: less than 0.05% of that time. And
remember: we are the great cosmic success story. We are the winners of
the cosmic lottery.
The Atacama Large Millimeter submillimeter Array (ALMA) are some of the most powerful radio
telescopes on Earth. These telescopes can measure long-wavelength signatures of atoms, molecules,
and ions that are inaccessible to shorter-wavelength telescopes like Hubble, but can also measure
details of protoplanetary systems and, potentially, alien signals, that even infrared telescopes can’t
see.(ESO/C. Malin)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 8/13
The new paper that is getting a lot of buzz right now, by Anders
Sandberg, Eric Drexler, and Toby Ord of Oxford, is titled Dissolving the
Fermi Paradox, and their main argument is this:
Our main result is to show that proper treatment of scienti�c
uncertainties dissolves the Fermi paradox by showing that it is not at all
unlikely… for us to be alone in the Milky Way, or in the observable
universe.
The Earth at night emits electromagnetic signals, but it would take a telescope of incredible
resolution to create an image like this from light years away. Humans have become an intelligent,
technologically advanced species here on Earth, but we occupy only a tiny fraction of Earth’s history
in time. (NASA’s Earth Observatory/NOAA/DOD)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 9/13
This is not a surprise to anyone who has thought about the
consequences of drawing sweeping conclusions from a position of
insu�cient evidence and ignorance. If you haven’t thought about it, the
main results is that you probably shouldn’t do it if you care about your
conclusions being based in facts.
You cannot simply state, “here are my estimates for these quantities”
and then calculate how many civilizations you expect. What are the
probability ranges for your estimates? How robust are they? What
evidence backs them up?
It’s long been theorized that the �rst detection of extraterrestrial intelligence will come from radio
waves. The lack of an observed signal doesn’t mean that aliens aren’t out there, transmitting, or
waiting to be discovered. But drawing conclusions about the number of civilizations out there
without any such evidence is not only a fool’s errand, it’s unscienti�c. (Danielle Futselaar)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 10/13
The answer is “none.”
Despite the replacement of point estimates with probabilistic
distributions, as the authors impose, there is still no evidence that we
can say anything sensible about these likelihoods. In the absence of
evidence, theorists aren’t theorizing based on sound science; they’re
simply making numbers up. The authors state their methodology as
such:
In this paper, we shall look at two di�erent ways of extending this
approach beyond a toy model — generating probability distributions for
the parameters of the Drake equation based on the variation in
historical estimates and doing so based on the authors’ best judgment
of the scienti�c uncertainties for each parameter.
Unfortunately, this falls prey to what I call the �rst law of computer
science: garbage in, garbage out. Historical estimates and the authors’
judgments are no substitute for the data we need, and do not have.
Alan Chinchar’s 1991 rendition of the proposed Space Station Freedom in orbit. Any civilization that
creates something like this would de�nitely count as scienti�cally/technologically advanced, but
inferring their existence is no more than wishful thinking at this point.(NASA)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 11/13
No amount of fancy probabilistic analysis can justify treating guesswork
and wishful thinking as having any sort of scienti�c weight. Applying
scienti�c techniques to an inherently unscienti�c endeavor, such as
inventing estimates to unknowns about the Universe, doesn’t make it
any more scienti�c. The opposite of knowledge isn’t ignorance; it’s the
illusion of knowledge.
It’s still possible that life, and even intelligent life, is ubiquitous in our
galaxy and the Universe. It’s also possible that one is common and one
is uncommon, or that both are extraordinarily rare. Until we have more
information, don’t be fooled by the headlines: these aren’t brilliant
estimates or groundbreaking work. It’s guessing, in the absence of any
good evidence. That’s no way to do science. In fact, until we have better
evidence, it’s not science at all.
. . .
Once intelligence, tool use and curiosity combine in a single species, perhaps interstellar ambitions
become inevitable. But this is an assumption that isn’t backed in science, and we must be careful
(and suspicious) about any such conclusions we draw from them.(Dennis Davidson for
http://www.nss.org/)
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 12/13
Starts With A Bang is now on Forbes, and republished on Medium thanks
to our Patreon supporters. Ethan has authored two books, Beyond The
Galaxy, and Treknology: The Science of Star Trek from Tricorders to Warp
Drive.
7/19/2018 No, We Haven’t Solved The Drake Equation, The Fermi Paradox, Or Whether Humans Are Alone
https://medium.com/starts-with-a-bang/no-we-havent-solved-the-drake-equation-the-fermi-paradox-or-whether-humans-are-alone-8f31a559f741 13/13