We have a sample of one modern human civilization, but there are some hints on how likely it was to happen.
Major types of hints are:
- Time - if something happened extremely quickly; or extremely late, it suggests how likely it was.
- Independent invention - something that was invented independently multiple times is likelier; something invented only once in spite of plenty of time, isolation, and prerequisites is less likely.
- Life seems to have developed extremely quickly after creation of Earth. [Origin of life]
- Multicellularity seems to have evolved multiple times independently, at least in animals, fungi, and plants. [Evolution of multicellularity]
- Similar process also happened multiple time on higher level - eusociality developed in aphids, thrips, mole rats, termites, and at least 11 times in Hymenoptera (ants, bees, and wasps). [Eusociality]
- Life did not die out on Earth, or on any particular environment where it previously thrived, in spite of major changes in temperature, composition of atmosphere, and multiple large scale disasters. This suggests life is very resilient. Every time life is wiped out in some part of Earth, it is quickly recolonized.
- Many different lineages of animals developed societies. [Social animal]
- Many different lineages of animals developed communication. [Animal communication]
- All transitions from Middle Paleolithic onwards happened relatively fast to extremely fast on evolutionary scale. [Paleolithic]
- Invention of Mesolithic and Neolithic culture including agriculture, bow, boats, animal husbandry, pottery were all invented multiple times independently, in Afroeurasia, and Americas. [Stone Age]
- Likewise many of latter inventions including metallurgy, writing, money, and state were developed multiple times independently.
Data against:
- Universe is not filled with technical civilizations. Some (dubious due to zero empirical evidence) models suggest once such civilization develops anywhere in the galaxy, it is very likely to colonize the entire galaxy in relatively short period of time. As it didn't happen, it's a strong evidence that there are very few, perhaps no, advanced technical civilizations in our galaxy; or anywhere else in the universe if our galaxy is a good representative. [Fermi paradox]
- Life can survive in a very wide range of circumstances, so there are plenty of places where we might expect to find life if its development was also likely. Mars, Venus, moons of Jupiter and Saturn, and perhaps some other places just in the Solar System might be sufficiently friendly to life. Yet, as far as we know, none ever developed in any of them, what puts strong limits on inevitability of life. [Extremophile]
- In spite of all the theories proposed, we know of no mechanism under which creation of life seems even remotely plausible. Somewhere between the primordial soup (or equivalent) to the first replicator with reasonably stable heredity and metabolism (or equivalent), there's a large number of unknown steps of unknown but most likely extremely low probability. [Origin of life]
- Nervous system evolved only once, about 3 billion years after life started, and nothing analogous to it ever evolved in any other lineage. [Urbilaterian]
- It took life 3 billion years to reach stage of reasonably complex animals, what suggests it is not very likely. [Cambrian explosion]
- Almost all animals seem to have very low encephalization quotients, suggesting that high intelligence is unlikely to develop. The only two major exceptions are primates and dolphins. [Brain size and EQ]
- Anything resembling human language developed only once. [Origin of language]
- It is far from certain, but it seems that Neanderthals had the same capacity for speaking language as modern humans. This pushes development of language very far back, and suggest development of civilization even given language is unlikely. [Neanderthal]
- Transition from animal life to something as complex as early Homo life (Lower Paleolithic), like manufacturing of tools, control of fire etc. seem to have happened only once in history of life, and extremely late. [Human evolution]
- Likewise transitions to Middle Paleolithic, and Upper Paleolithic seem to have happened only once. It could be argued that if it was isolated human populations had chance of developing innovations contained in them independently, but didn't.
- Some inventions like wheel, and iron smelting were invented only once. However by this time the world was going so fast and globalized enough that it's very weak evidence for their difficulty. Inventions later than antiquity also provide little evidence due to little time and little isolation.
To me it looks like life, animals with nervous systems, Upper Paleolithic-style Homo, language, and behavioral modernity were all extremely unlikely events (notice how far ago they are - vaguely ~3.5bln, ~600mln, ~3mln, ~200k or ~600k, ~50k years ago) - except perhaps language and behavioral modernity might have been linked with each other, if language was relatively late (Homo sapiens only) and behavioral modernity more gradual (and its apparent suddenness is an artifact). Once we have behavioral modernity, modern civilization seems almost inevitable. Your interpretation might vary of course, but at least now you have a lot of data to argue for your position, in convenient format.
Here goes:
Alternate explanations for rarity of intelligence:
3a) Interstellar travel is prohibitively difficult. The fact that the galaxy isn't obviously awash in intelligence is a sign that FTL travel is impossible or extremely unfeasible.
Barring technology indistinguishable from magic, building any kind of STL colonizer would involve a great investment of resources for a questionable return; intelligent beings might just look at the numbers and decide not to bother. At most, the typical modern civilization might send probes out to the nearest stellar neighbors. If the cost of sending a ton of cargo to Alpha Centauri is say, 0.0001% of your civilization's annual GDP, you're not likely to see anyone sending million-ton colony ships to Alpha Centauri. In which case intelligent life might be relatively common in the galaxy without any of it coming here; even the more ambitious cultures that actually did bother to make the trip to the nearest stars would tend to peter out over time rather than going through exponential expansion.
3b) Interstellar colonization is prohibitively difficult. If sending an STL colony expedition to another star is hard, sending one with a large enough logistics base to terraform a planet will be exponentially harder.
There are something on the order of 1000 stars within 50 to 60 light years of us. Assuming more or less uniform stellar densities, if the probability of a habitable planet appearing around any given star is much less than 0.1%, it's likely that such planets will remain permanently out of reach for a sublight colony ship. In that case, spreading one's civilization throughout the galaxy depends on being able to terraform planets across interstellar distances before setting up a large population on those worlds. Even if travel across short (~10 ly) interstellar distances is not prohibitively difficult, there might still be little or no incentive to colonize the available worlds beyond one's own star system. After all, if you're going to live in a climate-controlled bunker on an uninhabitable rock where you can't step outside without being freeze-dried or boiled alive, you might as well do it somewhere closer to home.
NOTE: This amounts to "super-difficult life," but it does not require that there are few intelligent species in the galaxy. If the emergence of life is (for lack of a better term) super-duper-difficult, or if most planets are inhospitable enough to make it impossible, then we could have many thousands of intelligent species in the galaxy without any of them being likely to reach each other.
3c) Interstellar colonization might be "psychologically" difficult. For instance, what if the next logical step in the evolution of modern civilization is an AI singularity, possibly coupled with some kind of uploading of consciousness into machines? Either way, our descendants of 200 years from now might well be, to our eyes, a civilization of robots. To a society of strong AIs, interstellar colonization is liable to look a little different. Traveling to even the nearest stars, you will be cut off from the rest of your civilization by a transmission gap on the order of 10^20 cycles just because of the lightspeed limit.*
That might sound like an even worse idea to them than spending a long lifetime in cryogenic storage and having a twenty year round trip communication cycle with Earth does to us. In which case they're likely to stay at home and come up with elaborate social activities or simulations to spend their time, because interstellar colonization is just too unpleasant to bear considering.
*Assuming roughly 1 THz computing, for relatively near stellar neighbors. This estimate is probably too low, but I need some numbers and I am nowhere near an expert on artificial intelligence or the probable limits of computer technology.
For a machine-phase civilization, the only one of these that seems plausible is 3c, but I can't think of any reason why no one in a given civilization would want to leave, and assuming growth of any kind, resource pressure alone will eventually drive expansion. If the need for civilization is so psychologically strong, copies can be shipped and revived only after specialized systems have built enough infrastructure to support them.
It seems far more likely to me, given the emergence of multiple civilizations in a galaxy, that some technical advance inevi... (read more)