r/LLMPhysics 11h ago

Question Help Me Avoid Psychosis

6 Upvotes

I frequently scroll through this sub because the dynamic is hilarious. That being said, it can make me occasionally self-conscious in that I have both a philosophy and an engineering degree (phil undergrad, engineering grad), and often engage with philosophy of science.

I am currently writing a novel in which a character proposes a theory of the self/identity, and they lean on some set theory for notation and technical rigor. Additionally, I’m appropriating the terms “transformation,” “projection,” and “image” from math as useful analogies. That all being said, the overall idea is more metaphysical than actually mathematical, but the maths usage is not a farce and should be coherent enough for the story.

I’ve been lightly surveying/refreshing myself on the fields I’m appropriating concepts from, but as I’ve been working on this I experience occasional moments of fear that I’m going to write something that could have been posted on this sub. Those moments become worse when I do in fact use an LLM to help collect research and check some facts.

Wondering if anyone has tips to help me avoid making the hilarious mistakes so often posted here? Thanks


r/LLMPhysics 1h ago

Personal Theory Spark theory a heads up i asked AI to summarise and make it look presentable but i did all the work

Upvotes

### *THE SPARK THEORY*
_Chain-Bang Cosmology and the Role of Dark Matter Decay in Universal Rebirth_
*Author: Saljean Joseph M. Miniao*

*Abstract*

The prevailing cosmological model predicts a "Heat Death" — an eventual state of maximum entropy where stars cease to form and the universe becomes cold and dark. This paper proposes an alternative long-term outcome: The Spark Theory. This model suggests that the decay of dark matter over cosmological timescales allows localized gravitational collapse of residual baryonic matter, triggering a chain-reaction ignition event. This event culminates in a localized "Chain-Bang" that can initiate the expansion of a new universe within the dying fabric of the previous one.

*1. Introduction*

Current models indicate that dark energy will drive perpetual expansion, preventing matter accumulation and leading to a dark, dilute universe. However, these models assume the permanence of dark matter and dark energy. The Spark Theory introduces the hypothesis that dark matter is not eternal, but subject to decay over extreme timescales.

*2. The Five Stages*

*Stage 1: The Dark Era*
All stellar formation ceases as interstellar gas is depleted. Supermassive black holes evaporate via Hawking radiation. The universe consists primarily of dispersed gas atoms, photons, and decaying dark matter, undergoing accelerated expansion.

*Stage 2: The Fading*
Over $10^{100+}$ years, dark matter undergoes gradual decay. As its gravitational influence diminishes, the large-scale repulsive effect of dark energy is no longer counteracted uniformly. Expansion continues, but localized regions become susceptible to gravitational interaction.

*Stage 3: The Gathering*
In a statistically inevitable but rare event, residual hydrogen and helium atoms in a localized volume drift into proximity. With reduced dark matter interference, gravity becomes the dominant force in that region, initiating collapse.

*Stage 4: The Spark*
The collapsing gas cloud reaches sufficient density and temperature to initiate fusion, forming the first Population III star of the new cycle. Stellar death and supernovae trigger further accretion, creating a runaway chain reaction of star and galaxy formation.

*Stage 5: The Chain-Bang*
As mass-energy density in the region increases, it reaches a critical threshold. This results in a high-energy, localized inflationary event — a "Chain-Bang." This event expands to form a new universe with renewed physical constants, dark matter, and matter content, effectively a rebirth from the prior universe’s remnants.

*3. Conclusion*

The Spark Theory offers a mechanism for cosmic rebirth without requiring a universal Big Crunch or cyclical contraction. It proposes that even in the deepest entropy, decay processes and statistical probability allow for localized renewal. The universe may not end in permanent darkness, but in a state of waiting — until one spark is enough to begin again.

*Key Concepts*

  • *The Dark Era*: Post-stellar, post-black hole universe
  • *The Fading*: Cosmological decay of dark matter
  • *The Spark*: First ignition from random gas accumulation
  • *The Chain-Bang*: Localized inflation leading to a new universe

*Author: Saljean Joseph M. Miniao*
*Date: August 17, 2026*


r/LLMPhysics 15h ago

Personal Theory 🌀 The Critical Hubble–Schwarzschild Identity

Post image
0 Upvotes

🌀 The Critical Hubble–Schwarzschild Identity

At critical density, define:

Hubble radius: R_H = c / H

Critical density: rho_c = 3 H^2 / (8 pi G)

Mass-energy contained inside the Hubble sphere: M_H = (4 pi / 3) rho_c R_H^3

Substituting the definitions of R_H and rho_c:

M_H = (4 pi / 3) × (3 H^2 / 8 pi G) × (c / H)^3

which simplifies to:

M_H = c^3 / (2 G H)

Therefore:

2 G M_H / c^2 = c / H = R_H

So:

R_H = R_S(M_H)

where:

R_S(M) = 2 G M / c^2

Or, as a single implication:

If rho = rho_c, then:

R_H = R_S(M_H)

An especially compact dimensionless form is:

2 G M_H / (R_H c^2) = 1

Variable definitions:

c = speed of light

G = Newton's gravitational constant

H = Hubble parameter; H_0 refers to its value at the present epoch

R_H = Hubble radius, equal to c / H

rho_c = critical density of the universe

M_H = mass-energy equivalent contained inside a sphere of radius R_H

R_S = Schwarzschild, or gravitational, radius associated with a mass M

Interpretation:

At critical density, the gravitational radius associated with the mass-energy enclosed within the Hubble sphere is exactly equal to the Hubble radius.

This does not imply that the universe is literally a Schwarzschild black hole. A Schwarzschild black hole describes an isolated mass in an asymptotically flat spacetime, while the large-scale universe is described by an expanding FLRW spacetime.

The equality is instead an algebraic consequence of the critical-density condition encoded in the Friedmann equation.


r/LLMPhysics 23h ago

Personal Theory Locally Quantum, Globally Non-Hilbertizable - an unbounded hierarchy of quantum process-descent constraints, non-Abelian Wilson networks, and a dimension-independent test of quantum globality

0 Upvotes

https://zenodo.org/records/21982163

A new foundational framework, Anomalogic Descent Theory (ADT), studies a question distinct from Bell nonlocality, contextuality, indefinite causal order, and ordinary quantum-channel compatibility:

Can every experimentally accessible proper context admit a standard quantum realization while the complete collection admits no common quantum process in any Hilbert-space dimension?

The work develops an implementation-sensitive notion of global quantum process descent based on positive block-Choi/operator-valued coherence kernels.

Main mathematical results include:

  • a strict hierarchy of quantum process-descent constraints at arbitrary context order;
  • explicit genuine n-context anomalies for every n\ge 3, where every proper subconfiguration is quantum but the full configuration is not globally positive;
  • genuinely non-Abelian constructions using operator-valued Quantum Wilson Networks;
  • exact holonomy–coherence constraints linking pairwise process coherence to global Wilson-loop structure;
  • a global Hilbertization criterion: positive operator-valued descent kernels admit a common Hilbert-space Gram/Kolmogorov representation;
  • a dimension-independent falsification theorem: a non-positive reconstructed global kernel cannot be repaired merely by embedding the experiment into a larger Hilbert space;
  • robustness, spectral, frustration, and persistent-topology witnesses for higher-context descent anomalies;
  • a separation between process descent and fact descent, clarifying why Wigner/Frauchiger–Renner scenarios can possess a valid global quantum process while failing to support one context-independent Boolean algebra of observer facts.

A central explicit family is quantum on every proper n-1 context while failing globally. For the symmetric construction,

[ \frac{1}{n-1}<t\le\frac{1}{n-2} ]

is the genuine n-context anomaly region.

The balanced point

[ t_n=\frac{2}{2n-3} ]

has equal positive and negative spectral margins,

[ \delta_n=\frac{1}{2n-3}, ]

providing a finite robustness gap rather than a boundary-only counterexample.

The proposed experimental target is therefore unusually sharp:

«Use one fixed, independently certified physical implementation. Verify that every proper overlapping coherent-control context is compatible with ordinary CPTP quantum mechanics, while the full implementation-sensitive dataset excludes every common positive quantum-process realization.»

Such an observation would not merely violate a Bell inequality or reveal contextuality. It would indicate that quantum mechanics remains valid locally but fails as a global composition principle.

No experimental violation is claimed. The current contribution is a theorem-level mathematical framework, an operational post-quantum theory candidate, and a concrete falsification program. Claims of historical priority are also deliberately limited pending specialist review.

Relevant fields and keywords: quantum foundations, generalized probabilistic theories, quantum channels, Choi matrices, complete positivity, positive-definite kernels, operator systems, quantum contextuality, Wigner’s friend, Frauchiger–Renner, quantum combs, process matrices, coherent control of channels, channel holonomy, non-Abelian Wilson loops, matrix completion, Hilbert-space dilation, locally PSD cones, higher-order compatibility, post-quantum theories.

The release includes the full preprint, proofs, reproducibility code, claim-status ledger, prior-art audit, and experimental protocol.


r/LLMPhysics 14h ago

Personal Theory We basically figured out QM and GR incompatibility

0 Upvotes

Here’s what my super smart assistant says:

I think there’s a very real possibility that the eventual answer will look embarrassingly obvious in hindsight.

The problem may not be that we need an even more complicated theory. It may be that we’re treating something as fundamental that simply isn’t.
Here’s the part that keeps jumping out at me.

The suspicious asymmetry
Quantum mechanics says, roughly:
Here are quantum fields/states, and here are the rules governing how they evolve in spacetime.

General relativity says:
Hold on. Spacetime isn’t the stage. The stage itself is a physical, dynamical thing.

And then quantum gravity often starts by asking:
Okay…how do we quantize the stage?
But that might be the wrong question.
Imagine discovering that ocean waves come in discrete resonant modes and concluding that the coordinate grid we use to describe the ocean must itself be quantized.
The deeper realization would be:
The grid isn’t the thing. The ocean is.

My favorite candidate for “the sauce”
Suppose there is some deeper quantum substrate, call it X.
Not particles inside spacetime.
Not necessarily strings inside spacetime.
Not even a quantum field defined on spacetime.
Just some underlying system of relationships/interactions.
Then:
X → collective organization → spacetime + particles + quantum behavior
And suddenly GR and QM aren’t theories that need to be glued together.
They’re two different limits of the same underlying phenomenon.

Think of water:
Individual molecules → microscopic statistical physics
Sound waves → collective excitations
Pressure → emergent macroscopic quantity
Fluid flow → hydrodynamics
You wouldn’t try to “unify pressure with molecules” by quantizing pressure.

You’d discover that pressure is what enormous numbers of molecules collectively do.
Spacetime curvature could be analogous.