Showing posts with label time travel. Show all posts
Showing posts with label time travel. Show all posts

Godel, Turing and Time Travel

Key insights:

  • The Halting problem (or something related, anyway) is the "non-time-travel equivalent" of the Grandfather paradox.
  • A computer being able to "conceive" of a statement means being able to formulate the statement as a sentence in some language. A computer being able to "believe" it means the statement being provable in some theory.
  • Godel's incompleteness theorems are the natural abstraction of problems like this sort of paradox into model theory. The first theorem tells you that you can't predict your own long-time behavior, the second theorem tells you what mistake you're making when you think you can.

The essence of the Grandfather paradox, in a universe with time travel, is this:

Suppose I precommit to causing an inconsistency in time -- e.g. if I don't get a note from the future, I promise to send myself one, and vice versa if I do. Well, now what?

Time travel isn't real, but something to realize is that in a sense, every phenomenon involving time-travel has a perfectly causal equivalent (e.g. the financial industry is all about trying to achieve the effects of time travel as well as possible in a universe without it) that only involves predicting the future, not actually receiving a message from it. Thinking about time travel helps shed light on such situations, e.g. making it obvious why you should one-box in Newcomb's problem.

So the "non-time-travel" version of the Grandfather paradox looks like this:

I predict my behavior at some future point in time -- then violate the prediction. 

The obvious analog of "time travel isn't real" is "the brain isn't capable of predicting the long-term dynamics of a system from the laws of physics". This is the general moral of the Halting problem (although the precise formulation of the Halting problem is somewhat different -- in it, we have a god-man who claims he can predict the behaviour of everyone, and his skeptic decides to do the opposite of whatever he predicts -- our formulation instead looks at a universal turing machine that can simulate both these programs). 

But the really philosophically troubling bit is this -- WE KNOW what we will do, even if we haven't "derived it from the laws of physics". E.g. suppose we follow the algorithm:
I start humming. I search for a proof that "I will hum forever", and stop humming iff I find one.

I know that I will hum forever, and that I just won't find a proof that I will. Yet somehow this "knowledge" is itself not a proof? No axiomatic system can reflect my true understanding of the world? What?

When faced with a statement we "know but cannot prove" -- and especially when faced with a statement that we know but also know but cannot prove that we cannot prove -- it's important to ask exactly how we know it in the first place. Surely there is some logic in our heads that lets us say "well of course I hum forever". What is our model of the system above?

If  you think about it for a few seconds, our theory/axiom $T$ is (or is at least as strong as) the following statement:

$G\iff\lnot(T\vdash G)$

(where $G$ is the statement that I hum forever) Note that obviously, this requires being able to formulate provability $T\vdash G$ within the framework of $T$, which corresponds to being able to model myself. We "physically" know that this is possible, of course, but Godel was also able to show this to be possible in e.g. Peano Arithmetic.

So our axiom tells us that the statement $G$ is the statement "I am unprovable" (again -- such self-reference is possible, as we see empirically or as Godel constructed in arithmetic) -- it basically defines $G$ to be the statement "I am unprovable". 

$G$ is called the Godel sentence, and this immediately proves Godel's (first) incompleteness theorem.

Now -- how do we (as external observers, whatever that means) "know" that $G$ is true? What is the reasoning in our brain that tells us that $G$ is true?

Our reasoning is that if the program does halt, then it must have had found a proof that it doesn't. We believe that if $T$ is a true model of reality -- if it proves that a program doesn't halt, it really mustn't halt. In other words: we argue: $\lnot G \implies (T\vdash G) \implies G$, which is a contradiction. So we believe that $G$ must be true.

The only additional assumption we made was "if a program doesn't halt, it really mustn't halt", i.e. $(T\vdash G) \implies G$. This is known as soundness, and what we have just proven is that the system $T$ itself cannot prove its own soundness (unless it is itself unsound) -- this is Godel's second incompleteness theorem. Because if I believed that I was sound, then I would believe that I won't stop humming (because if I stopped humming, I must have believed that I wouldn't stop, and since everything I believe is true, that would mean I won't stop, which is a contradiction), and based on that belief would stop humming, which would make me unsound.

(But I can believe that someone else is sound. So in particular, a theory can believe in the soundness of the "rest of the theory" (excluding the soundness axiom), and this is what "going to a stronger theory" is all about. The stronger theory still can't prove its own soundness, but it can prove the weaker theory's soundness. So that's how I can consistently believe that someone else will never stop humming.)

"But I do believe that I will never stop humming!" Yes, but your belief can't quite be certain, because your belief in your own soundness can't be certain, and this gives rise to the whole field of logical uncertainty.

Finance as time traveling retail

When you first heard of the barter system, the thought that probably occurred to you is that it requires every trader to have something to offer to a trader from whom they want something from. And this seems like an excessive limitation -- a cause of great inefficiency. You later realized that the solution to this came through the notion of derived demand -- a trader would anticipate that a trader he wants something from wanted something else from him, and he would thus buy said thing else in advance (and of course he may not have something to offer that trader, so he may buy something else for that, etc.). This allows for the creation of supply chains, and is the idea behind the retail industry.

Typically, the term "supply chain" is used for factors of production, but you should be able to see that it's the same idea.

But consider the following scenario: you want to buy some wheat from another trader, but you have absolutely nothing in your pocket. You know that you will be able to work in future and earn money (maybe only if you get the wheat, otherwise you'll die of hunger, which makes the wheat a factor of production for your work), but how do you use that to buy something now? You can't trade with someone in the future, right?

Well, a solution you may come up with is to borrow some wheat from him, in exchange for a promise to pay him later. This means you're trading debt for wheat.

Your future prosperity allows you to manufacture debt right now.

One way of putting this is: future-you gave you the debt, you gave the debt to the wheat-seller, and the wheat-seller gave the debt to his future-self. And debt has a kind of time-trigger on it, it turns into a usable good ("matures") at the right point in time.

Equivalent descriptions of the situation

It is important to note that it is indeed a transaction of debt -- it is only debt that can "travel back in time" in this sense, the underlying good itself cannot. You can't actually increase the amount of rice, or whatever it is the wheat-seller wants, in the world -- but you can manufacture debt, from what information your future-self sends you.

And obviously, we do not have true time travel, not in a world with imperfect information. But if we had perfect information, time kinda ceases to hold its importance anyway, and the situation really does become identical to one with time travel.

And money is a kind of debt. Obviously that wouldn't be a good description of commodity money, which was the kind of money we were discussing in the first paragraph, but it is obviously true of representative money, which is a promise by the government to furnish the holder with some commodity. And it is also true of fiat money, which although doesn't promise any goods and services, can nonetheless (through certain network effects) be trusted to do so (and in this definition, I include things like gold and bitcoin). When you spend money on wheat, you are selling some debt that the economy "owes" you, allowing the wheat-seller to be "owed" this debt instead.

And remember: time-travel is weird. It allows for self-fulfilling prophecies, which are the time-travel version of network effects, which is what gives value to fiat currency (including gold and bitcoin), as well as to some stocks -- and self-fulfilling prophecies are hard to predict. Their result -- like the value of gold, or whether bubbles burst ("timing the market") is presented to you fait accompli, just by virtue of some game theoretic "recursive expectations".

I mean, because it's not real time-travel it is in principle predictable purely from human behavior, just not from simplified value-based economics in which there is a "true" value based purely on consumers' utility functions and deviations from this true value result due to people's uninformed beliefs. Instead, network effects mean that any notion of value however "true" actually depends on people's beliefs about it, even if those beliefs result from beliefs about other people's beliefs, ad infinitum. You see this sort of thing in game theory all the time, of course, like with the Prisoner's dilemma.

(By the way, this is how superstitions continue to have an effect on real estate markets even when no one actually believes them. I don't buy a "haunted" house because I know other people won't buy it because they know that other people won't buy it, because ... )

(And network effects are indeed a market failure, and government instituting and regulating central banks -- so we have regulated monopolies instead of unregulated ones -- is a way to correct this ... sort of. And this may also justify certain other macroeconomic interventions, although I am less sure.)