suprised said:
Well this problem appears in GR, resp standard cosmology as well: why is space so homogeneous? Also in GR there is an infinity of classical solutions and having such an homogenous universe seemed like a miracle. That's why inflation was invented; more or less conventional dynamics.
So what's about inference, …some quantum style logic.. that's all too abstract for me, unless there are concrete formulas, I can't appreciate it.
Ultimately there will be formulas and frameworks of course. But as far as view this, it's still an open problem. I just wanted to acknowledge it, because I've learned that not everyone acknowledge the problem.
One framework for inference is simply bayesian probability theory, and all classical statistics thermodynamics etc. Another inference framwork is quantum theory. The inference lies in how an expectation is inferred from the starting point.
The "logic" in how to compute an expectation rationally, be it via some maxent method, or some extermal action method, including superposition of possibilities etc are IMHO at least all special cases of a class of more general inference frameworks; which are to be seen as a kind of extension to deductive logic.
The very simplest extension to deductive logic, is as we know, simply induction as in probabilistic deduction, or classical probability.
Quantum logic is more complex, and just postulating quantum theory, and without an analysis in terms of it beeing a special case in classes of genereal inference models, we do not undertand it properly. At least this is how I feel.
Probabilit theory can be simply constructed axiomativally like the kolmogorov construction, but the same mathematics can be constructed for example as an extension to quantified reasoning about degrees of beleif. Cox and Jaynes provides other ways to construct the same the same mathematics.
Jaynes also has some ways to construct quantum logic as rules of inference (although I personally don't think it's good enough).
The idea of this inference talk is that, the laws of nature, and the action forms of nature, MAY be understood as simply selected rational rules of inductive inference (reasoning based upon incomplete information), and rational action based upong these expectations. The conjecture I hold is that such a route may provide some deep insight.
But this is indeed a very immature field, in the sense I seek it.
As a comparasion, some people has been totaly sold on say geoemtric formulations, and that rephrasing everything in terms of geometry will help us understand things deeper. Yes, geometric methods has been very successful, but there are some (philosophical, but still very good) arguments that inference methods are very fundamental, as they - unlike for example geometriic metohds - are best seen as extensions of logic.
The best examples of the success of this methods in physicvs in the past are statistical physics and modern formulation thermodynamics and entropic methods. Aside from some subtle things like subjectiveness of entropy and ergodic assumptions we pretty much understand this well. Alot of statistical physics almost follows from logical constructions.
Unfortunately QM and QFT does not have the same level of understnading, not to mention the specific actions, where classical physics only can explain diffusion and fluid style interactions as entropic in nature. The other interactions, like EM, strong and weak and gravit are nto so understood yet. Except of course some of the recent entropic papers of verlinde, and some older black hole thermodynamics papers of jacobsson etc.
All these things suggest to me, there is a big nice framework under all this that we do not yet see. And the "inference perspective" is what I call this.
To call it statistical perspecive is misleading as it associates to classical statistics, but this is more. And not only quantum statistics, it's even more. I see quantum statistics again as a special case.
The comment was more targeted to Careful though. I hinted in some of his previous threads and paper that maybe he would address some of these things in his paper. (Though I'm still struggling with my own time to skim it) MAYBE, careful's paper contains something a little bit more explicit than what I have to offer atm, but I'm not sure - this is what I hope to find out, or if he takes some different turns somewhere.
/Fredrik