The Samaxyom 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 Résumé : Ce travail présente Samaxyom, un cadre théorique unificateur reposant sur l'émergence d'un Réseau de Torsion Fractale à Topologie Cohérente (TFTC). Contrairement aux modèles postulant une géométrie d'espace-temps préexistante, Samaxyom dérive la structure du support de propagation à partir de principes thermodynamiques minimaux : conservation de l'énergie, localité et dissipation irréversible Le Volume I démontre que la propagation optimale de l'énergie impose un maillage triangulaire/hexagonal comme attracteur statistique universel. À travers ce prisme, les constantes fondamentales et les interactions émergent comme des propriétés de cohérence et de saturation du réseau.Le Volume II traîte le temps comme un parcours topologique, il démontre notamment que l'accélération gravitationnelle émerge d'un gradient de cohérence, permettant ainsi d'expliquer la dynamique de l'univers à plusieurs échelles. Ces observations peuvent être faites autant dans la géométrie fine du réseau hexagonal jusqu'à la formation des galaxies (données SPARC à l'appui). En substituant une Théorie de la Propagation (TOP) aux habituelles Théories du Tout (TOE), Samaxyom offre une résolution parcimonieuse aux tensions entre mécanique quantique et relativité, tout en proposant des prédictions falsifiables sur la décohérence métrique à grande échelle. Abstract: This work presents Samaxyom, a unifying theoretical framework based on the emergence of a Fractal Torsion Lattice with Coherent Topology (TFTC). Unlike models that postulate a pre-existing spacetime geometry, Samaxyom derives the structure of the propagation medium from minimal thermodynamic principles: energy conservation, locality, and irreversible dissipation. Volume I demonstrates that the optimal propagation of energy dictates a triangular/hexagonal lattice as a universal statistical attractor. Within this framework, fundamental constants and interactions emerge as properties of lattice coherence and saturation. Volume II treats time as a topological path, demonstrating in particular that gravitational acceleration emerges from a coherence gradient, thus explaining the dynamics of the universe at multiple scales. These observations can be made from the fine geometry of the hexagonal lattice to the formation of galaxies (supported by SPARC data). By substituting a Theory of Propagation (TOP) for conventional Theories of Everything (TOE), Samaxyom offers a parsimonious resolution to the tensions between quantum mechanics and relativity, while providing falsifiable predictions regarding large-scale metric decoherence. 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. There will be more to come. Sincerely,Samuël Robert Blanchardrobertbsamuel@hotmail.com
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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".