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: A transient dynamical regime in adaptive systems where (i) the instantaneous spectral flux ΔF exceeds five standard deviations above baseline, (ii) inter‑event intervals τ follow a power‑law P(τ) ∝ τ⁻κ with κ ≈ 1.5–1.7 , and (iii) inter‑layer mutual information I(Lₙ;Lₙ₊₁) increases by ≥ 0.8 bits within a 1‑second window.

Insane‑Ramzes represents a that unifies phenomena observed in neuroscience, complex systems, and artificial intelligence. By articulating a unified flux model , we provide both a predictive framework and intervention strategies capable of modulating IR. The present work opens avenues for therapeutic innovations , enhanced AI training regimes , and a deeper understanding of how adaptive systems negotiate the boundary between order, chaos, and hyper‑acceleration.

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