arXiv Open Access 2025

Introducing COGENT3: An AI Architecture for Emergent Cognition

Eduardo Salazar

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Abstrak

This paper presents COGENT3 (or Collective Growth and Entropy-modulated Triads System), a novel approach for emergent cognition integrating pattern formation networks with group influence dynamics. Contrasting with traditional strategies that rely on predetermined architectures, computational structures emerge dynamically in our framework through agent interactions. This enables a more flexible and adaptive system exhibiting characteristics reminiscent of human cognitive processes. The incorporation of temperature modulation and memory effects in COGENT3 closely integrates statistical mechanics, machine learning, and cognitive science.

Topik & Kata Kunci

cs.AI

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Eduardo Salazar

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Salazar, E. (2025). Introducing COGENT3: An AI Architecture for Emergent Cognition. https://arxiv.org/abs/2504.04139

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓