The Samaxiom Hypothesis: Universal Logic and the Coherent Architecture of the Cosmos
Bibliographic record
Abstract
Dear Readers, I would like to take a moment to address and clarify a few points regarding my work, The Samaxyom Hypothesis or Hypothèse Samaxyom. I put the version in french first because I am a French-Canadian from Québec Canada. For any problem in translating: If you read this than you are on the internet, you must have acces to a translating device or application of some sort I am sure. Samaxyom Hypothesis: A Unified Theory Based on Coherent Field Dynamics Version: 7.1 (November 2025) Abstract The Samaxyom Theory proposes a unifying reinterpretation of fundamental physics by describing the Universe as a single elementary coherent field, denoted as C. All known fundamental physical entities—matter, light, inertia, gravity, and the flow of perceived time—are generated solely by the field's internal components: Sx (Phase), Sy (Amplitude), and Sj (Tempo). The theory posits that space itself is not a fixed background but an emergent mesh of coherent granularities (Sc), which serves as the fundamental, field-derived unit of distance. Matter is the result of the coherent stacking of Sx phases, held together by the Sy amplitude. Inertia is defined as the internal redistribution of Sy when a system attempts to modify its phases, locally altering the tempo Sj. Time is not an auxiliary spatial dimension but is fundamentally identified with the internal coherence rhythm, Sj. The speed of light (c) is the maximal limit of coherent transmission between Sc units. This framework provides a novel interpretation of the Hafele–Keating experiment: clock variations are due to a modification of the internal path of coherence, altering the Sj rhythm, rather than a change in the speed of light itself. The theory naturally yields the E = mc2 relationship when energy is expressed as the sum of Sy amplitudes applied to Sx structures. Furthermore, Samaxyom provides consistent descriptions of cosmological observations, the SPARC galactic dynamics without the need for dark matter, coherence effects on superfluid He-4, and nuclear fusion conditions dependent on the coherence density $\rho$C. The Samaxyom Theory offers a complete conceptual coherence without ad hoc parameters, based entirely on the internal geometry and dynamics of the field C. Note on Methodological Acceleration The maturation of this theory was significantly accelerated by the intensive use of contemporary AI tools (ChatGPT, Claude AI, Gemini, and Perplexity). These tools functioned as an interactive library, collaborative whiteboard, and instantaneous critical mirror, condensing what would traditionally be decades of isolated research into a few years. This work demonstrates a new economy of thought: the compression of the time required to transform intuition into a coherent architectural framework. I apologize for any ambiguities, inconsistencies, or formatting issues that may be present in the current version. This manuscript represents the culmination of extensive independent research, and despite my efforts to ensure clarity and rigor, I acknowledge that certain sections may require further refinement or contextual explanation. Please note that the concepts presented here—ranging from the emergence of time from coherence fields to the deterministic connection between microphysics and galactic dynamics—are inherently complex and represent a significant departure from conventional frameworks. As such, some ideas may appear unconventional, and their presentation may not fully anticipate every possible question from readers. I sincerely appreciate your patience, understanding, and critical reading. Your feedback, constructive comments, and peer review are invaluable to improving both the clarity and the scientific rigor of this work. Working alone on such an ambitious project is exceptionally challenging and demanding. Peer review, discussion, and collaborative scrutiny would greatly enhance the robustness and communicability of these ideas. Thank you for your attention and for engaging with this exploration of cosmic coherence. Sincerely,Samuël Robert Blanchardrobertbsamuel@hotmail.com
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".