The 26-Sigma Mirage
This podcast episode was generated using Notebook LM as a conversational summary of the final pre-registered report. While the transcript has been substantially corrected for accuracy, listeners should refer to the official Zenodo document (DOI: 10.5281/zenodo.20258203) for the complete, authoritative findings.
The Hook: A Decade-Old Mystery Meets the Blockchain
For over a decade, independent researcher Mario Buildreps has curated a massive database of 1,159 ancient pyramids, temples, and megalithic sites. His claim is the kind that keeps orthodox geologists awake at night: these structures weren’t built to face our current North Pole. Instead, they supposedly align with a series of “paleopoles”, former positions of Earth’s rotational axis, sliding down the 47°W meridian.
In 2026, independent researcher Salah-Eddin Gherbi launched a forensic audit to determine if this was a revolutionary discovery or a statistical hallucination. To ensure the highest level of scientific rigor, Gherbi utilized “open science” protocols, pre-registering his full study on Zenodo and locking his analysis plan into the Bitcoin blockchain. This ensured that no one, including Gherbi, could “massage” the data once the numbers began to talk.
The result is a startling mixed verdict. While Gherbi successfully dismantled a massive statistical artifact, he also confirmed a core of data so robust it survived every “hostile” test he could throw at it.
The Trap of the “26-Sigma” Result
When Gherbi first ran the pre-registered test on the Buildreps database, he received a “red alert” result. The primary test statistic showed a significance of p = 0.0001—a 26-sigma effect that would normally signal a discovery of Nobel proportions.
However, an investigative skeptic knows that a 26-sigma result in archaeological data should be approached with suspicion, not celebration. Gherbi flagged this as a “hemisphere-selection” artifact. The database was pre-filtered to include only structures that pointed toward the northern hemisphere along the 47°W meridian.
To explain the error, think of it this way: if you only count people currently standing in a kitchen, you shouldn’t be surprised when your data “proves” that 100% of the population prefers kitchens. When Gherbi ran an “unconditional null”, comparing the real sites to random points that could fall anywhere on the globe, the real data looked impossibly perfect because it stayed in the “kitchen” (the north) while the random data wandered into the “living room” (the south).
When he switched to a “conditional null”, limiting the comparison only to other northern orientations, the massive 26-sigma signal evaporated.
The Survivors: Why Poles II and III Refuse to Vanish
Despite resolving the 26-sigma artefact, Gherbi found something that genuinely shocked him. Two specific locations, Pole II (76.0°N) and Pole III (72.2°N), refused to vanish.
Gherbi subjected these sites to a “Block-Conditional” test—a statistically hostile gauntlet that shuffles orientations only within regional geographic blocks. This test was designed to rule out “regional traditions” or “The Maya doing Maya things.” If the clustering was just a cultural habit, this test would have killed the signal.
Instead, Poles II and III survived with Šidák-corrected p-values of 0.0015 and 0.0005. The data revealed that roughly 24% of the structures (about 234 sites) point to these two spots far more than chance would allow. Most notably, there were 50 more structures clustered at these poles than the most stringent models predicted. This isn’t background noise; it’s a real feature of the data that survived a forensic takedown.
The Meridian Shift: Hunting for the Real Attractor
While the original theory tethers these poles to the 47°W meridian, Gherbi’s “longitude scan” suggests the data has a mind of its own. When he looked for the “natural attractor”, the line where the structures cluster most tightly, the 47°W meridian was only Rank 10 out of 72 scanned longitudes.
The true peak of the data lies further east. Here is how the meridians actually rank for clustering:
* 20°W (Rank 1 - The Natural Attractor)
* 25°W (Rank 2)
* 30°W (Rank 3)
...
* 45°W (Rank 8 - The Pre-registered Band) ...
…
* 47°W (Rank 10 - Buildreps’ Target)
This discrepancy shows that, while the clustering is undeniable, the theory’s proposed “path” of the poles is slightly off. The real signal is pulling toward the Atlantic between West Africa and Brazil.
The Silent Current Pole: A Surprising Lack of Signal
The most counter-intuitive finding of Gherbi’s audit involved “Pole I”, our current geographic North Pole (90°N). One might expect ancient structures to favor our current pole, but the data showed absolutely no “excess” clustering there.
Gherbi found exactly 95 structures pointing at our current pole, which is precisely the number (95) expected by random chance. In Appendix A, Buildreps offers a counterargument: if these structures were built during different “rotational regimes,” the current pole should appear as background noise.
From a skeptical perspective, this could be seen as a potentially unfalsifiable claim, a way to frame a lack of evidence as consistent with the theory. Whether this interpretation is compelling depends on how much weight one gives to post hoc explanations. Whether this supports the theory or simply indicates that the current pole is irrelevant to these ancient builders remains a point of contention.
The “Missing Link” of Physical Evidence
Gherbi is careful to note that a statistical pattern is not a geological smoking gun. An “orientation-clustering” test can prove that a pattern exists, but it cannot prove that the Earth’s axis actually tilted. As the report concludes:
“The orientation pattern, on its own, is consistent with multiple causes... an orientation-clustering test can establish whether clustering exists; it cannot establish the cause.”
To graduate from statistical curiosity to geological fact, the “rotational axis” claim would require a “Missing Link” of physical evidence:
* Paleomagnetic data consistent with large excursions of the rotational axis.
* Evidence of “True Polar Wander,” such as crustal deformation or sea-level changes from the same time periods.
* Independent dating to prove these structures were built when the proposed poles were active.
Conclusion: The Future of “Archaeorientation”
Salah-Eddin Gherbi’s audit has successfully separated the wheat from the chaff. The “100% certainty” of the original theory was a statistical mirage, but the discovery of robust structure at Poles II and III, surviving the most hostile tests devised, means we cannot simply look away.
We are left with a provocative reality: hundreds of ancient structures across the globe are aligned with specific, non-random points in the North Atlantic. Whether our ancestors possessed a lost understanding of Earth’s stability or we are seeing the geometric ghosts of a shifting planet remains a question for the next generation of researchers. The data has spoken, and it says there is something there.
For the original framework and the data owner’s complete perspective, Mario Buildreps presents his Archaeorientation theory and research at mariobuildreps.com [https://mariobuildreps.com/]
📥 For a quick reference: Download the five-page briefing document summarizing the key findings, methods, and limitations.
For those who want to dig into the full technical details: A comprehensive briefing document summarizing the methods, findings, limitations, and the data owner’s formal commentary is available above. The complete 33-page report, including the pre-registration, frozen analysis log, all code outputs, and Mario Buildreps’ verbatim commentary (Appendix A), has been deposited on Zenodo as version 2 of the pre-registration record.
📄 Full report DOI: 10.5281/zenodo.20258203
The report is open access (CC-BY-4.0). All code and analysis logs are publicly available at the project’s GitHub repository. Readers interested in the raw data (the database file) should contact the data owner directly per the conditions described in the report.
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Salah-Eddin Gherbi
Author & Independent Researcher based in the United Kingdom
📖 Author Site [https://salah-eddingherbiauthor.com]
📚 ORCID 0009-0005-4017-1095 [https://orcid.org/0009-0005-4017-1095]
📚 Academia.edu Library [https://salaheddingherbi.academia.edu/]
💻 GitHub @salahealer9 [https://github.com/salahealer9]
Get full access to The Quantum Blueprint at salaheddin.substack.com/subscribe [https://salaheddin.substack.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]
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