Research · Science · Technology

Research & Articles

Selected research forming a continuous trajectory from MDEI foundations to pre-inference geometry, hybrid control, global attractors and AGI.

Selected Articles
Perspective•2026

The Industrial Bottleneck Cascade

Physical infrastructure as the binding constraint on global artificial-intelligence expansion, tested against Brazil’s supply-chain position

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Theoretical / Interpretive Framework•2026

The AGI Deep Problem

Mathematical Foundations, a Quantum Conjecture, and Philosophical Resonances in the Classic Debates

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Published Article · ARACÊ•2025

Formalização Algébrico-Dinâmica Aplicada ao Modelo MDEI

Da tabela vetorial ao sistema cognitivo-afetivo

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Theoretical Framework•2025

A Rigorous Mathematical Theory of Cognitive-Affective Dynamics

The Internal State Dynamics Model (ISDM/MDEI)

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MAT-3 · Pre-Inference Geometry•2026

A Pre-Inference Geometric Operator for Complementary Cognitive-Affective Vector Guidance

The MDEI/MAT-3 Framework

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MAT-4 · Hybrid Control•2026

Geometria Dissipativa e Controle Híbrido de Dinâmicas Cognitivas Contínuas

Tratamento unificado do ISDM e do controlador de fragilidade estrutural MAT-4

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Global Attractor · AGI•2026

Global Attractor Theory for the MDEI Stochastic PDE Framework

Mathematical Foundations, Finite-Dimensional Stability, and Implications for Artificial General Intelligence

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