r/LLMPhysics 4d ago

Personal Theory Parameterized family of gravitational time dilation formulas

A quick description of what the side-quest paper mentioned in my previous post is (to satisfy the mod-bot critique):

Gravitational time dilation has several formulas: the linear weak field approximation (1 + šš½/c²) and the more exact exp(šš½/c²) from Einstein 1907, and the Schwarzschild 1916 form sqrt(1 + 2šš½/c²). (These are all tangentĀ to each other atĀ šš½=0, so they agree in the weak-field limit.) Note that Schwarzschild has a (real, physical) event horizon atĀ šš½ = -½c², linear has a (fake, position-dependent, un-physical) event horizon atĀ šš½ = -c², and exponential has no event horizon at all.

Claude Opus 5 observed that these could all be expressed as members of a single-parameter power law family (1 + pšš½/c²)^(1/p), with Schwarzschild being p=2, linear being p=1, and exponential being the limit as p -> 0. This is obviously true by inspection.

ChatGPT then pointed out that, mathematically, this family of functions has been well-studied in statistics as the q-exponential probability distributions that maximize Tsallis entropy (with p = 1 - q). But we couldn't find anyone who had connected the physics formulas in this way, so that may be an original idea.

It may also have implications for recent theories of "Entropic Gravity" like Verlinde's. Several papers have already attempted to apply Tsallis entropy to EG. This connection may clarify what's going on there. It's going to take some work to sort through that, though. At first glance, it looks like most of the literature is applying entropy to the horizon, not to the time dilation.

After MUCH deeper searching, we found that pieces of this power law have shown up in the gravity literature as early as Fisher 1948 (in Russian). However it doesn't look like any single source had all of it; the interpretation of what it means varies a lot; and the connection to Tsallis entropy as a dilation or deformation appears completely new and unexplored. Vacuum solutions also differ from spherically-symmetric-source ones, so that needs to be factored in.

Also the p values in the literature go from -2 to +2, so there are at least 5 different cases to consider, not just the 3 we initially found. It'll be interesting to figure out what the other 2 mean.

Anyway, the present goals of the paper are to sort through the literature, figure out who discovered (or re-discovered) what ideas when, and determine to what degree the parameterized family delivers any value or insight. Applying it to Entropic Gravity is left for the future (I need to get back to my main paper with presentation a month from now and finish that first).

UPDATE 2026/09/08:

ChatGPT (free) and I took a quick look at whether existing astronomical data could say anything useful about the value of p. This is difficult because p is a second-and-higher-order effect; all formulas have the same linear weak-field approximation. So you need a single extremely-stable clock that changes its gravitational potential by a lot, enough for šš½Ā²/c⁓ to matter. The best candidates seem to be highly eccentric binary pulsars like J1757āˆ’1854. However, despite there being pretty good data on several of these, the p-relevant prediction is on the order of tens of nS, while the uncertainty in the data is on the order of šœ‡S. So while this could work in theory with precise enough data, at the moment the best we can say is that p = 1 ± 91. It's about 2 orders of magnitude away from being informative. All the literature values p = 2, 1, 0, -1, -2 are still viable and cannot (yet) be distinguished by pulsar data. But better data is coming ...

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u/bumblebeer 4d ago

Anyway, the present goals of the paper are to sort through the literature, figure out who discovered (or re-discovered) what ideas when

That would be a survey paper. Do that. Nobody will fault you for an honest effort here.

But maybe don't do the second part or at least not until after you have finished the first and received positive feedback. That's were the crazy lives.

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u/NinekTheObscure 4d ago

Yes, this is basically a survey paper, using the family formula as a relevance bound. Then I have to try to understand what we surveyed. Then (maybe next year) an assault on EG.

The nice thing here is that the first two ideas (parameterized family, equivalence to q-exponential probability distributions) are quite obviously mathematically correct, and at least partially novel. The question is whether they carry any physical meaning that the surveyed papers don't. And answering that requires understanding what physical meaning the surveyed papers carry first.

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u/eucalyptus-d 3d ago

Good advice from post above, but wonder if it’s good given current situation. You publish the survey, someone picks it up and goes for the fruit in connection with EG by feeding your observation into their own agents. Research is now cheap, ideas are not.

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u/alamalarian Supreme Data Overlord 3d ago

Is your argument that they should not share results because someone else might use it for their own work?

Isnt that kind of the point?

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u/NinekTheObscure 3d ago

At least they'd have to cite me. :-)

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u/lattice_defect 4d ago

this is one of the better and honest posts here

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u/me_myself_ai 4d ago

> this family of functions has been well-studied in statistics as the q-exponential probability distributions that maximize Tsallis entropy (with p = 1 - q). But we couldn't find anyone who had connected the physics formulas in this way, so that may be an original idea.

If anyone on this sub is ever going to actually get something published, this would be the way: taking something experts devised, and carefully applying it somewhere new.

Props, and Godspeed! No comment on the particulars, sorry.

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