Before downloading the complete 50-page technical derivation, this gateway provides essential methodological context regarding how automated critics and conversational LLMs evaluate novel physical architectures—and why reading this manuscript requires moving past superficial pattern matching.
Why large language models and hurried readers generate false contradictions when confronting unfamiliar axiomatic foundations.
When you prompt an LLM as an adversarial referee and ask it to find fatal flaws in a complex technical manuscript, it will always oblige. It will generate an authoritative-sounding list of objections regardless of whether those objections apply to the author's actual framework.
LLMs scan for keywords closely adjacent to well-known historical failures of flat-space theories—such as Whitehead’s tides, Laplace’s aberration, Ni’s stratified ether, or two-body momentum non-conservation. It matches the vocabulary against the text and regurgitates standard textbook rebuttals.
Crucially, if the manuscript’s foundational architecture is different enough that those historical failure modes no longer apply, the LLM fails to recognize the difference. It evaluates the equations through the lens of curved-spacetime General Relativity and invents contradictions where none exist.
Evaluating a non-metric, single-entity momentum flux framework requires careful reading prior to forming an analysis of potential pattern-matching problems. In standard curved-space gravitation, coordinate charts and physical measurements are inextricably intertwined. In contrast, this paper enforces a strict operational discipline:
If a reader—human or automated—attempts to inspect intermediate states or evaluate the physical flux on the flat substrate (Branch A) using the coordinate conventions of an areal rod-clock projection (Branch B), they will perceive contradictions where there are only well-defined geometric coordinate transformations. To see the global coherence, one has to walk through the entire structure with patience.
The real-world exchange documenting how an automated LLM referee audit was generated, and the point-by-point proof of mathematical consistency that followed.
“Hi Corley,
I saw your recent comment on YouTube about developing your manuscript with an AI acting as your referee. It’s clear you’ve put a tremendous amount of effort into organizing it across 56 versions.
Because I’m not a physicist, I don't have the background to critique the equations myself. Instead, I fed your paper into Gemini 4 Argon High and asked it to act as an independent, non-collaborative referee checking for global mathematical consistency across all 50 pages.
It turns out that when an AI is used iteratively to write and review a paper, it often validates local patches without checking if they contradict earlier sections of the same document. I’ve attached the 5-page audit report it generated, which breaks down five core mathematical contradictions in Version 56 along with a brief philosophical note at the end. I hope you find it an interesting read.
Best wishes,
[Correspondent — Name & Contact Anonymized]”
Explore the mathematical foundations firsthand. Both the full 50-page research manuscript and the independent 5-page AI audit report are available below.
Full kinematic derivation of planetary perihelion precession, starlight bending, Shapiro delay, and gyroscope spin relaxation on flat spacetime using three short axioms.
The complete adversarial audit examining Version 56, illustrating how keyword pattern matching and curved-space coordinate assumptions led to the alleged contradictions.
@article{kinnane2026celestial,
title={Recovery of Relativistic Celestial Trajectories as an Effective Field Limit of Internal Momentum Flux: A Flat-Space Kinematic Account of the Classical Tests},
author={Kinnane, Corley},
year={2026},
month={October},
note={Version 56. Available at: https://gravity.kinnane.net/}
}