<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-4688</journal-id>
<journal-title><![CDATA[Praxis Filosófica]]></journal-title>
<abbrev-journal-title><![CDATA[Prax. filos.]]></abbrev-journal-title>
<issn>0120-4688</issn>
<publisher>
<publisher-name><![CDATA[Universidad del Valle]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-46882025000400006</article-id>
<article-id pub-id-type="doi">10.25100/pfilosofica.v0i62s.15097</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Los Modelos Extensos de Lenguaje (LLM) como calculadoras de palabras, una precisión conceptual]]></article-title>
<article-title xml:lang="en"><![CDATA[Large Language Models (LLMs) as Word Calculators: A Conceptual Clarification]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Maldonado Serrano]]></surname>
<given-names><![CDATA[Jorge Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cadena Zambrano]]></surname>
<given-names><![CDATA[Andrés Felipe]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad industrial de Santander  ]]></institution>
<addr-line><![CDATA[Bucaramanga ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad industrial de Santander  ]]></institution>
<addr-line><![CDATA[Bucaramanga ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2025</year>
</pub-date>
<numero>62</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-46882025000400006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-46882025000400006&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-46882025000400006&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Este artículo propone una conceptualización filosófica y técnica de los Modelos de Lenguaje Extensos (LLM), entendidos como calculadoras estadístico-probabilísticas de palabras. La propuesta se construye a partir de una analogía crítica con la calculadora matemática. La primera sección expondrá la estructuración y el funcionamiento de los LLM desde la analogía de la calculadora. En primera instancia, recorreremos los límites de la analogía, con lo cual buscamos acentuar el potencial de los LLM; en segunda instancia, expondremos el tipo de soporte matemático, como lo es el algebra lineal, de los LLM; se presentará su el funcionamiento estadístico básico del LLM por transformadores. La segunda sección lo específico de los LLM como calculadora de palabras para exponer su diferencia con las bases de datos, el fenómeno de la alucinación y presentar, a manera de conclusión, las posibilidades en el campo de la escritura.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract This article proposes a philosophical and technical conceptualization of Large Language Models (LLMs), understood as statistical-probabilistic word calculators. The proposal is built upon a critical analogy with the mathematical calculator. The first section presents the structure and functioning of LLMs. First, we explore the limits of the comparison to highlight the potential of LLMs. Second, we explain the mathematical foundations of LLMs, specifically linear algebra. Finally, we outline their basic statistical operations through transformer architectures. The second section focuses on what is specific to LLMs as word calculators, distinguishing them from databases, analyzing the phenomenon of hallucination, and concluding with the possibilities that LLMs open for writing.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[LLM]]></kwd>
<kwd lng="es"><![CDATA[álgebra lineal]]></kwd>
<kwd lng="es"><![CDATA[epistemología de la inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[redes neuronales]]></kwd>
<kwd lng="es"><![CDATA[arquitectura de transformador]]></kwd>
<kwd lng="en"><![CDATA[LLM]]></kwd>
<kwd lng="en"><![CDATA[Linear Algebra]]></kwd>
<kwd lng="en"><![CDATA[Epistemology of AI]]></kwd>
<kwd lng="en"><![CDATA[Neural Networks]]></kwd>
<kwd lng="en"><![CDATA[Transformer architecture]]></kwd>
</kwd-group>
</article-meta>
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<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Shazeer]]></surname>
<given-names><![CDATA[N.]]></given-names>
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<name>
<surname><![CDATA[Parmar]]></surname>
<given-names><![CDATA[N.]]></given-names>
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<name>
<surname><![CDATA[Uszkoreit]]></surname>
<given-names><![CDATA[J.]]></given-names>
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<name>
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<given-names><![CDATA[L.]]></given-names>
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<name>
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<name>
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</person-group>
<source><![CDATA[Attention Is All You Need]]></source>
<year>2017</year>
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</back>
</article>
