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ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
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El Sustrato de Verificación

Authors: Wright, Darren;

El Sustrato de Verificación

Abstract

El artículo anterior propuso una redefinición de la inteligencia: no la capacidad de generar, sino la capacidad de reducir la incertidumbre sobre la realidad. Este artículo aborda la pregunta arquitectónica que se deriva de ello: dada esa redefinición, ¿qué aspecto tiene en realidad un sistema diseñado en torno a la verificación? Seis principios —derivados por correspondencia arquitectónica directa con el método científico— definen lo que requiere un sistema con prioridad en la verificación: la afirmación como unidad atómica, la confianza desacoplada del estado de verificación, las posiciones como estructuras emergentes dependientes de la evidencia, la auditoría adversarial como función permanente, la verificación multicapa con operación independiente, y un sustrato persistente con verificación acumulativa. El artículo introduce la *Inteligencia General Recursiva* (RGI, por sus siglas en inglés) para describir los sistemas que implementan estos principios, distinguida de la AGI por aquello que cada una optimiza. La AGI optimiza la amplitud de capacidad. La RGI optimiza la profundidad y la fiabilidad de la comprensión, medidas a través de la densidad y el estado de verificación de su sustrato de conocimiento. La distinción produce sistemas fundamentalmente diferentes. Un sistema centrado en la generación ofrece la misma fiabilidad el día mil que el día uno. Un sistema centrado en la verificación se acumula. This document is a cultural transliteration of the original English-language paper, produced using Claude (Anthropic). It is not a direct translation — cultural context, local analogies, and epistemic framing have been adapted for Spanish readers. The original English paper is available at https://doi.org/10.5281/zenodo.20973207. Feedback on the quality and cultural appropriateness of this transliteration is welcomed and contributes directly to the verification of AI-produced academic content.

Keywords

AI verification, trust infrastructure, verification intelligence, cultural transliteration, Spanish, AI-produced, epistemic infrastructure, verification deficit

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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
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