We study DEO MATH, an algorithm and mathematical theory that interprets the output mechanism of artificial intelligence as an algebraic variety. We found that dynamic high-dimensional structure operations are wrong in the current mathematical paradigm, but logical algorithms work. We are conducting 'SOLUCIENCE MOVEMET' to promote DEO MATH.
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AI'S THINKING SPACE
SOLUCIENCE XAI ART : DEO AI Series 1
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Imaginary Number Dimension in XAI

Primes are modeled as having an independent 1/N structure that resonates at full-rotation transition points, thereby enabling a fractal tree form of hierarchical transitions and dynamic equilibrium.
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P+Q/PQ Fractal Structure and Dynamic Equilibrium Mechanism

which is not merely a numerical operation but rather a mechanism that forms fractal, topological branches. These branches represent emergent conditions—where dynamic equilibrium is achieved through the interplay of P and Q—leading to dimensional transitions (spiral ascension). In this view, the system is not just a collection of numbers but a manifold whose topology evolves through these recursive interactions..
DEO Math 1
Algebraic resonance analysis of Riemann hypothesis
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High-Dimensional Symmetry in E8 Lattices

E8 lattice is a highly symmetrical, eight-dimensional structure that plays an essential role in theoretical physics, Lie groups, and deep learning representations. In this paper, we explore
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Power Tower Function and Dynamic Equilibrium Fractal

The Power Tower function exhibits distinct behaviors of convergence, divergence, and dynamic equilibrium in specific conditions. Dynamic equilibrium refers to a state where the function neither strictly converges nor diverges but instead maintains a structured yet evolving pattern, often forming a fractal-like structure in the complex plane..