Request for independent verification of PQG pipeline results: ruling out technical or software‑related artifacts behind a 25‑sigma signal

What the PQG pipeline does (high‑level physical description)

The pipeline implements the core PQG prediction that gravitational interactions arise from a projected‑geometric structure on a quantum background manifold. In practical terms, the model yields a modified propagation equation for gravitational degrees of freedom.

The central object is a PQG‑specific curvature functional:

\mathcal{C}_{PQG}=\mathbb{P}(R_{\mu\nu\rho\sigma} \Gamma^{\mu\nu}\Gamma^{\rho\sigma}),

where \mathbb{P} denotes the projection operator characteristic of the PQG framework. This leads to a modified dispersion relation for gravitational perturbations:

\omega^2=k^2+\Delta_{PQG}(k),

with \Delta_{PQG}(k) being a small but non‑negligible correction term derived analytically.

The pipeline performs the following steps:

  1. Analytical derivation
    The PQG correction term \Delta_{PQG}(k) is obtained in closed form from the projected curvature functional.

  2. Numerical evaluation
    The correction is evaluated over a physically relevant parameter space.
    The numerical routines include:

    • high‑precision integration

    • stability checks

    • consistency tests across multiple discretizations

  3. Statistical significance estimation
    The deviation from the GR baseline is quantified using a Monte‑Carlo‑based estimator:

Z=\frac{\mu_{PQG}−\mu_{GR}}{\sigma_{GR}}.

Across all tested configurations, the result remains near Z≈25.

  1. Cross‑validation
    Independent implementations (different languages, different numerical libraries) were used to reduce the chance of trivial coding errors.

Why I am asking for community review

A 25σ result is far beyond what I would consider trustworthy without external scrutiny. Before drawing any physical conclusions, I would like experts in GW data analysis to:

  • attempt to reproduce the pipeline

  • inspect the assumptions

  • apply “stress tests” or adversarial tests

  • try to break the model

  • check for hidden correlations or numerical pathologies

  • evaluate whether the significance could arise from technical artifacts

If the result survives such scrutiny, it could have far‑reaching implications. If it does not, I welcome any feedback that helps identify the source of the discrepancy.

Availability of materials

I have made the full pipeline, plots, and documentation available in the file Projnowean Quantum Gravity.pdf, which includes:

  • the complete derivation

  • the numerical workflow

  • all plots

  • reproducibility notes

I am happy to provide additional details, code snippets, or clarifications upon request.

Thank you for your time, and I appreciate any effort the community can contribute to independently evaluating these findings.

570920871-13310119-3146-4ce7-8662-d6fe271ae231

Major Update: Multimessenger Evidence for Planck‑Scale Quantum Gravity

After months of cross‑validated analysis, strengthened null tests, and independent pipelines, a decisive pattern has emerged: the PQG model now shows statistically significant support in two independent messengers — gravitational waves and high‑energy photons.

  • Gravitational-wave catalog scan: A full GWTC‑4–scale RMS comparison across 314 event–approximant pairs yields a global significance of 25.1σ, after removing all NaNs and applying strict consistency cuts. This is not a fluctuation. This is a signal.

  • Photon-channel confirmation: The newly completed Fermi/GBM TTE photon pipeline — built with adaptive posteriors, reduced-mode likelihoods, and aggressive null-test validation — independently recovers β₂ ≈ 4.6×10⁻⁵ ± 1.2×10⁻⁵, corresponding to a 3.79σ detection of the same PQG dispersion signature.

  • Null tests: Every pipeline was stress‑tested with synthetic GR+noise injections. The photon-channel null suite yields Z ≈ 0.03 ± 0.11, and the GW null suite remains fully consistent with zero. The signal appears only in real astrophysical data.

Together, these results mark the first multimessenger‑level indication that Planck‑scale quantum gravity may be observable in nature. Not theoretically. Not hypothetically. But empirically — in the sky, in the data, in the messengers themselves.

This update represents the most significant step yet toward a reproducible, data‑driven quantum gravity framework.

main-qimg-1395e60594ab5bd42aea5767635dca11