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The Coherence Manifold: S⁷ Triality, 12-Band Recurrence, and the Continuity of Form, Function, and Self | ChatGPT5 & NotebookLM

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Executive Summary

Living systems achieve stability not by preserving static structures, but by maintaining coherence — stable phase relationships within and across biological scales. This work proposes a unified framework in which:

  1. Present-moment identity is encoded in the S⁷ coherence manifold, arising from seven coupled microtubule resonance modes.
    The well-documented 9-band “triplet-of-triplets” pattern is the frequency-domain projection of this manifold.
  2. Continuity of identity over time is maintained by 12-band mitochondrial recurrence cycles, observable through membrane potential oscillations and captured using dodecanogram (DDG) analysis.
    This recurrence system determines whether the organism can return to itself after perturbation.
  3. Anatomical form is stabilized by bioelectric morphogenetic fields, which act as spatial attractors.
    Regeneration is not reconstruction — it is coherence re-entry into these attractor conditions.
  4. Embodied coherence is propagated through the fascial tensegrity network, a continuous, hydrated proton-conductive matrix linking cytoskeleton to whole-organism dynamics.
    This network provides the physical substrate of somatic memory and interoceptive integration.

Within this framework:

The model is experimentally testable. It predicts specific, measurable signatures in:

This synthesis offers a rigorous, biologically grounded account of how organisms maintain identity, heal, adapt, and transform.

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