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Article . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Article . 2025
License: CC BY
Data sources: Datacite
ZENODO
Article . 2025
License: CC BY
Data sources: Datacite
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IA Ética y Sostenibilidad a través del Método Ayni Multi-Neutrosófico Basado en Lógica Ancestral y Razonamiento N‑Aléctico

Authors: Leyva Vázquez, Maikel Y.;

IA Ética y Sostenibilidad a través del Método Ayni Multi-Neutrosófico Basado en Lógica Ancestral y Razonamiento N‑Aléctico

Abstract

El presente artículo introduce el Método Ayni Multi-Neutrosófico, un marco innovador que fusiona las filosofías indígenas latinoamericanas con la lógica neutrosófica para orientar el desarrollo ético y sostenible de la inteligencia artificial. Basado en principios ancestrales como Ayni, Buen Vivir, In Lak’ech, Ch’ixi y Nepantla, este enfoque permite modelar juicios éticos plurales, ambiguos y contextualmente dependientes mediante Conjuntos Multi-Neutrosóficos (MNS). Una de sus aportaciones más relevantes es la Medida Euclidiana de Consenso Multi-Neutrosófico, diseñada para cuantificar el nivel de concordancia entre las evaluaciones de distintos actores sin eliminar las diferencias epistemológicas. Esta herramienta facilita la identificación de umbrales de convergencia durante deliberaciones interculturales, ofreciendo un instrumento robusto y flexible para la toma de decisiones éticas complejas. El método se ejemplifica mediante un estudio de caso que analiza la implementación de un sistema de diagnóstico basado en IA dentro de una comunidad indígena. Los hallazgos indican que la aplicación iterativa del principio Ayni, entendido como un proceso de negociación ética recíproca, incrementa tanto la alineación entre las partes como la legitimidad de las decisiones. Este trabajo demuestra que las lógicas indígenas, al formalizarse mediante la neutrosofía, no solo poseen un valor filosófico profundo, sino que también ofrecen herramientas metodológicas aplicables al diseño de sistemas de IA responsables y sostenibles. también operativamente valiosas para desarrollar tecnologías justas, inclusivas y sensibles al contexto.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average