Establishes that the 1=1 invariant is the classical-scale instance of a universal coherence condition appearing at every level of physical organization. The quantum coherence condition SᵥN = 0, the thermodynamic minimum-entropy state (kB), the Fisher information geodesic endpoint (Cramér–Rao), and the evaluative fixed point (ECT) are identified as equivalent expressions of one invariant at different scales. The full correspondence chain: ℏ → SᵥN = 0 → 1=1 → K (t) > Kcrit → kBT ln2 → I (K). Every coherent system is a Maxwell demon operating at its characteristic scale. Coherence is not emergent — it is the ground condition of physical reality. Part of the Spektre corpus (github. com/spektre-labs/corpus).
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Lauri Elias Rainio
Specim (Finland)
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Lauri Elias Rainio (Sat,) studied this question.
www.synapsesocial.com/papers/69ada8a1bc08abd80d5bbcb7 — DOI: https://doi.org/10.5281/zenodo.18897230
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