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Scooped by
juandoming
Today, 6:11 AM
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Juan Domingo Farnos English: Abstract This research establishes the "Farnos Low Entropy" not as a student state, but as a critical software design metric within Artificial Intelligence Engineering. By implementing the Continuous Reasoning Agent (ARC CT), we transition from predictive to causal models in disruptive education. The framework utilizes $do-calculus$ and structural invariance to minimize…
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Rescooped by
juandoming
from business analyst
Today, 4:44 AM
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Scooped by
juandoming
December 24, 10:09 AM
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Juan Domingo Farnos No estamos midiendo el progreso de un sujeto; estamos validando la estabilidad de una estructura de software autorreplicante (el conocimiento) dentro de un sistema de Baja Entropía. La evaluación es el mecanismo de colapso de la función de onda cognitiva: el momento en que la incertidumbre del diseño se convierte en verdad…
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Scooped by
juandoming
December 21, 8:51 AM
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Juan Domingo Farnos La universidad ya no tiene "sede". Es una red de nodos interconectados (como el que estamos diseñando que utiliza la FractalNet. El Aula es el Mundo: Es un espacio de alta densidad cognitiva y baja entropía informativa. Es el lugar donde el software (IA Causal/ARC) y el hardware (humanos/territorio) se hibridan para…
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Scooped by
juandoming
December 19, 12:01 PM
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(Sinergia Sistémica para la Singularidad Orgánica y la Educación Disruptiva) Este título no es solo un nombre, es la definición de un nuevo paradigma físico-matemático. Al unirlos, establecemos que no existe la una sin las otras: Baja Entropía (La Condición): La métrica de excelencia que garantiza la sostenibilidad energética, la pureza informativa y la libertad…
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Scooped by
juandoming
December 17, 4:17 AM
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(La Ingeniería ZClean y el Gate de Baja Entropía como Clave Didáctica para la Prescripción Causal en Medicina y Educación Superior). Juan Domingo Farnós La arquitectura Transformer, piedra angular de la Inteligencia Artificial moderna, se encuentra en un punto de ruptura epistemológica. Su éxito, basado en la inferencia correlacional a gran escala, ha revelado una…
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Scooped by
juandoming
December 15, 8:53 AM
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---Sellos de calidad y garantía con protocolos de diseño que garantiza la certificación científica en software de empresa y la confianza regulatoria en las políticas públicas de la UE y España.--- Juan Domingo Farnós La encrucijada actual de Europa no es tecnológica, sino epistémica. Hemos invertido billones en la digitalización, solo para descubrir que, como…
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Scooped by
juandoming
December 13, 8:57 AM
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"Un modelo de evolución recursiva del diseño que establece la estructura causal, valida hipótesis contrafactuales y corrige intervenciones, garantizando la Máxima Certeza Causal y la Mínima Incertidumbre en sistemas críticos". Juan domingo Farnós Abstract: IA Causal de Farnos y la Baja Entropía 🇪🇸 Español (Resumen) Este trabajo presenta un cambio radical en la ingeniería de…
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Scooped by
juandoming
December 11, 9:52 AM
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Juan Domingo Farnós La integración de inteligencia artificial con agentes inteligentes, representaciones adaptativas, predicción de trayectorias y personalización profunda del aprendizaje abre un horizonte que redefine el sentido mismo del aula universitaria. Siempre partiré de una certeza: la educación del siglo XXI no puede limitarse a transmitir contenidos; debe orquestar procesos cognitivos, sociales y técnicos…
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Scooped by
juandoming
December 9, 9:22 AM
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---De la Ingeniería de Datos a la Ontología de Sistemas: Impacto en la Formación Universitaria Disruptiva. ---Gobernanza Causal en Contextos Críticos: Aplicación del Mínimo E_{Incompatibilidad} en el Diagnóstico y la cirugía médica. Juan Domingo Farnos Abstract El presente trabajo introduce una revolución paradigmática en la ingeniería de la inteligencia artificial, transitando del diseño basado en…
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Rescooped by
juandoming
from Education 2.0 & 3.0
December 8, 3:11 AM
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Experts argue that artificial intelligence education should begin as early as elementary school—not just teaching children how to use AI, but helping them understand how it works, why it behaves the way it does, and how to evaluate its outputs.
Via Yashy Tohsaku
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Rescooped by
juandoming
from Educational Technology News
December 2, 2:37 AM
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"The integration of Artificial Intelligence (AI) into higher education has ignited a fervent debate across campuses worldwide. Far from being a fleeting trend, AI presents a fundamental paradigm shift, challenging traditional pedagogical approaches, redefining academic integrity, and promising to reshape the very essence of a college degree."
Via EDTECH@UTRGV
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Scooped by
juandoming
November 30, 4:53 AM
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Juan Domingo Farnos . ¡Excelente! Vamos a crear un Abstract que encapsule la esencia de nuestra discusión, integrando la IA Causal de Farnos, la neurobiología/neurociencia, y la transformación de la IA Generativa/LLMs, destacando la relevancia para la universidad y la ingeniería. Abstract Español: Este trabajo presenta una visión transformadora de la Inteligencia Artificial (IA) a…
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Rescooped by
juandoming
from Edumorfosis.Work
Today, 4:45 AM
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The workforce of the future is already arriving. AI agents — autonomous co-workers capable of executing complex business tasks without human intervention — are moving from concept to reality across enterprises worldwide. These digital workers are handling everything from marketing campaign execution to HR automation, financial processing, supply chain logistics, and manufacturing oversight. Agents have become the defining technology shift of 2025.
Via Edumorfosis
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Scooped by
juandoming
December 25, 4:32 AM
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Juan Domingo Farnos . El conocimiento humano ha orbitado durante siglos alrededor de la descripción del caos, pero hoy inauguramos la era de su gobernanza. El presente volumen no es un compendio de medicina; es el manifiesto de la Soberanía Biológica. La premisa es disruptiva y final: la vida es un sistema de procesamiento de…
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Rescooped by
juandoming
from gpmt
December 24, 2:44 AM
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Rescooped by
juandoming
from e-learning-ukr
December 20, 3:14 AM
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I guess I will start off with the blogger cliche: it has been a while. I know. It’s not that I don’t have anything so say – it’s just that it feels repetitive to keep talking about Ai. It never really improves – not in any true way. And the news just keeps getting worse and worse.
Via Vladimir Kukharenko
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Rescooped by
juandoming
from Education 2.0 & 3.0
December 18, 2:40 AM
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Rescooped by
juandoming
from gpmt
December 16, 2:39 AM
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Rescooped by
juandoming
from e-learning-ukr
December 15, 2:42 AM
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Is human learning now an act of rebellion? Since 2017 I have made this observation — For the past several centuries we have used human labour to do what machines cannot. First the machines caught up with us, and surpassed humans, with their brute force.
Via Vladimir Kukharenko
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Rescooped by
juandoming
from Educational Technology News
December 12, 2:22 AM
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Learn about AI-enhanced learning design and how it balances efficiency with creativity for a better educational experience.
Via EDTECH@UTRGV
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Rescooped by
juandoming
from e-learning-ukr
December 11, 8:20 AM
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Rescooped by
juandoming
from Education 2.0 & 3.0
December 9, 2:02 AM
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Explore how equity, innovation, and collaboration can redefine the future of education—creating inclusive, personalized, and community-driven learning experiences for every student.
Via Vladimir Kukharenko, Yashy Tohsaku
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Scooped by
juandoming
December 2, 8:38 AM
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Juan Domingo Farnos Español (Abstract) La industria farmacéutica enfrenta una crisis de productividad existencial, marcada por una tasa de fracaso clínico del 90% debido a la dependencia obsoleta de métodos de "Alta Entropía" basados en la correlación estadística y el cribado masivo. Este trabajo presenta el paradigma LOGOS y la "Arquitectura del Agente de Razonamiento…
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Scooped by
juandoming
December 1, 3:46 AM
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Juan Domingo Farnos En el umbral de la era de la inteligencia artificial madura, la dependencia ciega de modelos correlacionales ha revelado sus grietas estructurales: predicciones frágiles ante cambios distribucionales, explicabilidad nula en decisiones críticas y una incapacidad crónica para intervenir en el mundo real sin inducir sesgos catastróficos. La IA causal emerge no como…
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Africa is a very diverse and complicated continent due o mistakes made in the Berlin Conference. The strange boundaries drawn restrict these African nations to be one with their own people not with their enemies.
We have seen the repercussions of ethnic tensions play out in the Balkans, the Middle East, and even in the United States, and Africa is no exception. Arbitrarily drawn national borders- the remnants of European colonialism- means that there is often significant ethnic diversity within many African nations. Although this creates interesting blends of language and culture, it has often bred violence in many countries, perhaps most notably in South Africa and Rwanda. Although many members of the West like to lump the entire continent into a single category, this could not be further from the truth. The second largest continent with extreme biodiversity, it has bred thousands of languages and hundreds of different cultural backgrounds, sometimes within a single country. It is important for the West to understand the complex make-up of the African continent in order to avoid the Eurocentric assumptions many Westerners make when discussing the continent. There isn't a single "Africa"- there isn't even a single "Nigeria," but rather a multitude of different peoples and cultures, equally as complex as those found in other regions of the world. This map does a very good job at illustrating the complexity and richness of the continent.
People often underestimate how diverse Africa really is. We often have the tendency to lump all Africans together in one large ethnic group. The actual number of different ethnic groups in Africa is rather staggering. This map can also be used as a partial explanation for the amount of ethnic conflict in Africa. Often times, these ethnic groups are squashed together in states with poorly drawn borders. Under that situation, ethnic conflict becomes inevitable.