What question did this study set out to answer?

The aim is to evaluate the QLL framework's alignment with Gaia DR3 wide-binary anomalies and predictive accuracy.

January 26, 2026Open Access

Technical Addendum: Quantitative Alignment of the QLL Framework with Gaia DR3 Wide-Binary Anomalies

Key Points

The aim is to evaluate the QLL framework's alignment with Gaia DR3 wide-binary anomalies and predictive accuracy.
Analyzed wide-binary anomaly data from the Gaia DR3 catalog.
Cross-validated findings with the QLL Master Equation.
Assessed predictive accuracy in low-acceleration conditions.
Achieved 95% predictive accuracy in the low-acceleration regime.
Confirmed connection between QLL framework and stellar gravitational deviations.

Abstract

This project archives the January 2026 QLL Addendum, which cross‑validates the Quantum‑Logical Ladder framework against the 2024–2026 Gaia DR3 wide‑binary anomaly results. The analysis confirms a 95% predictive accuracy in the low‑acceleration regime and provides the observational bridge between the QLL Master Equation and recent stellar‑scale gravitational deviations. The Addendum was assigned a DOI during Zenodo intake (10.5281/zenodo.18253458) but was not released publicly. This OSF project serves as the authoritative public version and links to the main QLL Master Archive for continuity across the research series.

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