Mine? Yes. And maybe you’ve wondered just how improbable *your* life is. But that’s not really the question today…

Here at the Centre for Quantum Technologies, Dagomir Kaszlikowski asked me to give a talk on this paper:

• John Baez, Is life improbable?, *Foundations of Physics* **19** (1989), 91-95.

This was the second paper I wrote, right after my undergraduate thesis. Nobody ever seemed to care about it, so it’s strange—but nice—to finally be giving a talk on it.

My paper does *not* try to settle the question its title asks. Rather, it tries to refute the argument here:

• Eugene P. Wigner, The probability of the existence of a self-reproducing unit, *Symmetries and Reflections*, Indiana University Press, Bloomington, 1967, pp. 200-208.

According Wigner, his argument

purports to show that, according to standard quantum mechanical theory, the probability is zero for the existence of self-reproducing states, i.e., organisms.

Given how famous Eugene Wigner is (he won a Nobel prize, after all) and how earth-shattering his result would be if true, it’s surprising how little criticism his paper has received. David Bohm mentioned it approvingly in 1969. In 1974 Hubert Yockey cited it saying

for all physics has to offer, life should never have appeared and if it ever did it would soon die out.

As you’d expect, there are some websites mentioning Wigner’s argument as evidence that some *supernatural phenomenon* is required to keep life going. Wigner himself believed it was impossible to formulate quantum theory in a fully consistent way without referring to *consciousness*. Since I don’t believe either of these claims, I think it’s good to understand the flaw in Wigner’s argument.

So, let me start by explaining his argument. Very roughly, it purports to show that if there are many more ways a chunk of matter can be ‘dead’ than ‘living’, the chance is zero that we can choose some definition of ‘living’ and a suitable ‘nutrient’ state such that every ‘living’ chunk of matter can interact with this ‘nutrient’ state to produce two ‘living’ chunks.

In making this precise, Wigner considers more than just two chunks of matter: he also allows there to be an ‘environment’. So, he considers a quantum system made of three parts, and described by a Hilbert space

Here the first corresponds to a chunk of matter. The second corresponds to another chunk of matter. The space corresponds to the ‘environment’. Suppose we wait for a certain amount of time and see what the system does; this will be described by some unitary operator

Wigner asks: if we pick this operator in a random way, what’s the probability that there’s some -dimensional subspace of ‘living organism’ states in , and some ‘nutrient plus environment’ state in , such that the time evolution sends any living organism together with the nutrient plus environment to *two* living organisms and some state of the environment?

A bit more precisely: suppose we pick in a random way. Then what’s the probability that there exists an -dimensional subspace

and a state

such that maps every vector in to a vector in ? Here means the 1-dimensional subspace spanned by the vector .

And his answer is: if

then this probability is *zero*.

You may need to reread the last few paragraphs a couple times to understand Wigner’s question, and his answer. In case you’re still confused, I should say that is what I’m calling the space of ‘living organism’ states of our chunk of matter, while is the ‘nutrient plus environment’ state.

Now, Wigner did not give a rigorous proof of his claim, nor did he say exactly what he meant by ‘probability': he didn’t specify a probability measure on the space of unitary operators on . But if we use the obvious choice (called ‘normalized Haar measure’) his argument can most likely be turned into a proof.

So, I don’t want to argue with his math. I want to argue with his interpretation of the math. He concludes that

the chances are nil for the existence of a set of ‘living’ states for which one can find a nutrient of such nature that interaction

alwaysleads to multiplication.

The problem is that he fixed the decomposition of the Hilbert space as a tensor product

*before* choosing the time evolution operator . There is no good reason to do that. It only makes sense split up a physical into parts this way after we have some idea of what the dynamics is. An abstract Hilbert space doesn’t come with a favored decomposition as a tensor product into three parts!

If we let ourselves pick this decomposition *after* picking the operator , the story changes completely. My paper shows:

Theorem 1.Let , and be finite-dimensional Hilbert spaces with . Suppose is any unitary operator, suppose is any subspace of , and suppose is any unit vector in Then there is a unitary isomorphismsuch that if we identify with using , the operator maps into .

In other words, if we allow ourselves to pick the decomposition after picking , we can always find a ‘living organism’ subspace of any dimension we like, together with a ‘nutrient plus environment’ state that allows our living organism to reproduce.

However, if you look at the proof in my paper, you’ll see it’s based on a kind of cheap trick (as I forthrightly admit). Namely, I pick the ‘nutrient plus environment’ state to lie in , so the nutrient actually consists of another organism!

This goes to show that you have to be very careful about theorems like this. To prove that life is improbable, you need to find some *necessary* conditions for what counts as life, and show that these are improbable (in some sense, and of course it matters a lot what that sense is). Refuting such an argument does not prove that life is probable: for that you need some *sufficient* conditions for what counts as life. And either way, if you prove a theorem using a ‘cheap trick’, it probably hasn’t gotten to grips with the real issues.

I also show that as the dimension of approaches infinity, the probability approaches 1 that we can get reproduction with a 1-dimensional ‘living organism’ subspace and a ‘nutrient plus environment’ state that lies in orthogonal complement of . In other words, the ‘nutrient’ is not just another organism sitting there all ready to go!

More precisely:

Theorem 2.Let , and be finite-dimensional Hilbert spaces with . Let be the set of unitary operators with the following property: there’s a unit vector , a unit vector , and a unitary isomorphismsuch that if we identify with using , the operator maps into . Then the normalized Haar measure of approaches 1 as .

Here is the orthogonal complement of ; that is, the space of all vectors perpendicular to .

I won’t include the proofs of these theorems, since you can see them in my paper.

Just to be clear: I certainly don’t think these theorems prove that life is probable! You can’t have theorems without definitions, and I think that coming up with a good general definition of ‘life’, or even supposedly simpler concepts like ‘entity’ and ‘reproduction’, is extremely tough. The formalism discussed here is oversimplified for dozens of reasons, a few of which are listed at the end of my paper. So far we’re only in the first fumbling stages of addressing some very hard questions.

All my theorems do is point out that Wigner’s argument has a major flaw: he’s choosing a way to divide the world into chunks of matter and the environment *before* choosing his laws of physics. This doesn’t make much sense, and reversing the order dramatically changes the conclusions.

By the way: I just started looking for post-1989 discussions of Wigner’s paper. So far I haven’t found any interesting ones. Here’s a more recent paper that’s somewhat related, which doesn’t mention Wigner’s work:

• Indranil Chakrabarty and Prashant, Non existence of quantum mechanical self replicating machine, 2005.

The considerations here seem more closely related to the Wooters–Zurek no-cloning theorem.

The hunt for the ‘self-reproducing’ state seems to be something like the hunt for the perpetual motion machine. Its so far non-existence should tell us something about nature. Also, the relation of such ‘self-reproducing’ states to biological life is not obvious. It seems more like an ambiguous usage of ‘self-reproducing’ than anything else.

My paper shows that it’s pathetically easy to find self-reproducing states if you phrase the problem a certain way. It’s very hard if phrase the problem another way. The relevance to biology is indeed non-obvious: as someone pointed out in my talk today, organisms keep changing slightly, so we shouldn’t expect to find a fixed subspace of ‘living’ states that has

(where I’m using notation as in my blog post above). However, I think we need to study stupid over-idealized models to realize that they’re stupid and over-idealized and find ways to make them a bit less stupid and over-idealized.

Wasn’t Wigner the guy with the unreasonable effectiveness of mathematics paper? That always struck me as odd because any real world that can do arithmetic can contain models or analogs of its own processes. Once these exist, situations in which they are effective will elucidate them. I find it much harder to imagine a world in which one cannot construct some kind of effective mathematics. How would one describe it? (Of course, if there are an infinite number of random worlds, there may be an infinite number of them without effective mathematics since I suppose there are more worlds than descriptions, but I’d still like to see a Wigner universe.)

I’m not really surprised he ran into a similar problem dealing with the probability of life. If you use a broad enough definition, any repeating process can be considered a life form, and each repetition a new generation. The probability of repeating, or at least approximately repeating processes, always strikes me as high, though we’d have to put up with a lot of rather boring life forms.

Kaleberg wrote:

Yes: Wigner won the Nobel prize for his work applying group theory to nuclear physics and particle physics, but later he started wondering

whysuch abstract math was so good at describing our universe. You can see his famous essay here:• Eugene Wigner The unreasonable effectiveness in the mathematical sciences, 1960.

It begins like this:

Of course they were talking about the normal distribution

Greg Egan has nicely argued that if we weight simple worlds more heavily than complicated ones, than the most heavily weighted worlds with life in them are going to have nice mathematical descriptions. This idea of weighting worlds, i.e. hypotheses, according to their simplicity is the basis of Solomonoff induction, which Eliezer Yudkowsky mentioned in “week313″ of

This Week’s Finds.However, nonmathematicians may find this bias towards simplicity gives math an unfair advantage.

The first of those two Wigner stories sounds exactly like a story told about Augustus De Morgan by W.W.R. Ball; see the third quote here.

Hello,

It seems to me, even if QM formally does not prohibit self-replication: http://arxiv.org/abs/quant-ph/0403037 it may not be done precisely…