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Emerald Research Group

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#large language models Open access Oct 2026

Monograph 11 (Addendum G-2: Codename Willow-1)

This master manuscript (Monograph 11 / Addendum G-2, codenamed "Willow-1") establishes the "Topological Invariance of Sanctuary" and formalizes "The Dual-Pillar Resonance Theorem" (||_11) within non-self-adjoint operator mechanics. We bridge information thermodynamics across physical, neural, and quantum computational...

Emerald Research Group · 0 citations

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