Triple-AI Unified Report on Earth–Moon Recession A GIGL (Geometric Invariant Grid Layer) Analysis Validated Independently by ChatGPT, Grok, and Gemini

Three frontier AI systems—ChatGPT (OpenAI), Grok (xAI), and Gemini (Google DeepMind)— were independently tasked to compute the observed Earth–Moon recession rate from the principles of the GIGL Transparent Universe Model. Remarkably, all three produced results consistent with the Lunar Laser Ranging (LLR) measurement of∼3.82 cm/yr using the same fixed geometric constants: the 27.5% folding cost, the sustainable cosmic yield 4.125%, the transparency threshold εGCT = 0.00727, and the principal mass fraction 0.875. This document provides a unified scientific report suitable for inclusion in Appendix sections of cosmology or gravitational physics manuscripts.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-02
DOI
https://doi.org/10.5281/zenodo.18132409
Primary Topic
Gaussian Processes and Bayesian Inference
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Triple-AI Unified Report on Earth–Moon Recession A GIGL (Geometric Invariant Grid Layer) Analysis Validated Independently by ChatGPT, Grok, and Gemini

tak chung terence yeung
Zenodo (CERN European Organization for Nuclear Research)
Gaussian Processes and Bayesian Inference
article

Triple-AI Unified Report on Earth–Moon Recession A GIGL (Geometric Invariant Grid Layer) Analysis Validated Independently by ChatGPT, Grok, and Gemini

tak chung terence yeung
article en

Abstract

Three frontier AI systems—ChatGPT (OpenAI), Grok (xAI), and Gemini (Google DeepMind)— were independently tasked to compute the observed Earth–Moon recession rate from the principles of the GIGL Transparent Universe Model. Remarkably, all three produced results consistent with the Lunar Laser Ranging (LLR) measurement of∼3.82 cm/yr using the same fixed geometric constants: the 27.5% folding cost, the sustainable cosmic yield 4.125%, the transparency threshold εGCT = 0.00727, and the principal mass fraction 0.875. This document provides a unified scientific report suitable for inclusion in Appendix sections of cosmology or gravitational physics manuscripts.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 97%
Gaussian Processes and Bayesian Inference
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.