{"id":1595,"date":"2023-07-08T21:34:02","date_gmt":"2023-07-08T21:34:02","guid":{"rendered":"https:\/\/minegocio-web.com\/?p=1595"},"modified":"2023-07-17T12:47:59","modified_gmt":"2023-07-17T12:47:59","slug":"la-inteligencia-artificial-en-la-cuarta-revolucion-industrial","status":"publish","type":"post","link":"https:\/\/minegocio-web.com\/?p=1595","title":{"rendered":"La inteligencia artificial, en la Cuarta Revoluci\u00f3n Industrial"},"content":{"rendered":"<h2>La inteligencia artificial, en la Cuarta Revoluci\u00f3n Industrial<\/h2>\n<p>La <a href=\"https:\/\/es.wikipedia.org\/wiki\/Inteligencia_artificial\">inteligencia artificial<\/a> (IA) ha impulsado importantes avances cient\u00edficos y tecnol\u00f3gicos, motivados por la idea de imitar y ayudar al ser humano en sus tareas diarias.<\/p>\n<h3>Historia<\/h3>\n<p>Desde el a\u00f1o 1942 <a href=\"https:\/\/es.wikipedia.org\/wiki\/Isaac_Asimov\">Isaac Asimov<\/a> creo las \u00ab<a href=\"https:\/\/es.wikipedia.org\/wiki\/Tres_leyes_de_la_rob%C3%B3tica\">Tres leyes de la rob\u00f3tica<\/a>\u00bb que fueron introducidas en su cuento \u00abRunaround\u00bb. Las tres leyes son:<\/p>\n<ul>\n<li>Un robot no puede da\u00f1ar a un ser humano o, por inacci\u00f3n, permitir que un ser humano sufra da\u00f1os.<\/li>\n<li>Una maquina debe obedecer las \u00f3rdenes que le den los seres humanos, excepto cuando tales \u00f3rdenes entren en conflicto con la Primera Ley.<\/li>\n<li>Un sistema robotico debe proteger su propia existencia siempre que dicha protecci\u00f3n no entre en conflicto con la Primera o Segunda Ley.<\/li>\n<\/ul>\n<p>A partir de 1950, se cre\u00f3 como \u00e1rea de conocimiento cient\u00edfico y tecnol\u00f3gico la IA, en donde <a href=\"https:\/\/es.wikipedia.org\/wiki\/Alan_Turing\">Alan Turing<\/a> consolid\u00f3 el campo muy disperso de la inteligencia artificial con su art\u00edculo <a href=\"https:\/\/es.wikipedia.org\/wiki\/Computing_machinery_and_intelligence\">Computing Machinery and Intelligence<\/a><\/p>\n<p>En el art\u00edculo, Turing propuso una prueba concreta para determinar si una m\u00e1quina era inteligente o no, su famosa \u201c<a href=\"https:\/\/es.wikipedia.org\/wiki\/Prueba_de_Turing\">Prueba de Turing<\/a>\u201d<\/p>\n<p>Por anterior, se le considera el padre de la inteligencia artificial, lo cual ha generado muchos avances en el software y la rob\u00f3tica.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1229 size-full\" src=\"https:\/\/minegocio-web.com\/wp-content\/uploads\/2021\/07\/images_robots.jpg\" alt=\"\" width=\"300\" height=\"168\" \/><\/p>\n<h3>En la Actualidad<\/h3>\n<p>Las m\u00e1quinas hoy en d\u00eda, han recorrido diferentes hitos de lo que hoy se conoce como la inteligencia artificial (IA), y es sin duda uno de los principales impulsores de la Cuarta Revoluci\u00f3n Industrial.<\/p>\n<p>La convergencia de tecnolog\u00edas digitales, f\u00edsicas y biol\u00f3gicas, y su impacto en la econom\u00eda, la sociedad y la forma en que vivimos y trabajamos.<\/p>\n<p>La IA es un campo de la inform\u00e1tica que se enfoca en desarrollar sistemas capaces de realizar tareas que normalmente requieren inteligencia humana.<\/p>\n<p>Esto incluye habilidades como el reconocimiento de voz, el procesamiento del lenguaje natural, el aprendizaje autom\u00e1tico, la visi\u00f3n por computadora y la toma de decisiones basada en datos.<\/p>\n<p>El avance significativo de la IA en las \u00faltimas d\u00e9cadas gracias a los avances en la capacidad de c\u00f3mputo, el acceso a grandes cantidades de datos y los algoritmos de aprendizaje autom\u00e1tico.<\/p>\n<p>Las aplicaciones son, cada d\u00eda m\u00e1s sofisticadas y efectivas en una amplia gama de sectores, desde la atenci\u00f3n m\u00e9dica y la automoci\u00f3n hasta la fabricaci\u00f3n y la log\u00edstica.<\/p>\n<h3>La IA se divide en dos escuelas de pensamiento<\/h3>\n<p>Hay actualmente 2 tipos de Inteligencia Artificial, seg\u00fan su control y alcance:<\/p>\n<h4><b>A) Inteligencia artificial computacional<\/b><\/h4>\n<p><a href=\"https:\/\/es.wikipedia.org\/wiki\/Inteligencia_computacional\">La inteligencia artificial computacional<\/a> (tambi\u00e9n conocida como IA subsimb\u00f3lica-inductiva) implica desarrollo o aprendizaje interactivo (por ejemplo, modificaciones interactivas de los par\u00e1metros en sistemas de conexiones).<\/p>\n<p>El aprendizaje se realiza bas\u00e1ndose en principalmente, por tres pilares: las <a title=\"Red neuronal artificial\" href=\"https:\/\/es.wikipedia.org\/wiki\/Red_neuronal_artificial\">redes neuronales<\/a>, la\u00a0<a title=\"L\u00f3gica difusa\" href=\"https:\/\/es.wikipedia.org\/wiki\/L%C3%B3gica_difusa\">l\u00f3gica difusa<\/a>\u00a0y la\u00a0<a title=\"\" href=\"https:\/\/es.wikipedia.org\/wiki\/Computaci%C3%B3n_evolutiva\">computaci\u00f3n evolutiva<\/a><\/p>\n<ul>\n<li><strong>L\u00f3gica difusa:<\/strong> Se trata de un tipo de sistema l\u00f3gico computacional dirigido a la categorizaci\u00f3n de datos emp\u00edricos de forma cercana a la empleada por el razonamiento humano<\/li>\n<li><strong>Computaci\u00f3n evolutiva:<\/strong> Se trata de la disciplina que implementa las t\u00e9cnicas computacionales para resolver problemas principalmente de optimizaci\u00f3n combinatoria.<\/li>\n<li><span id=\"Redes_neuronales_artificiales\" class=\"mw-headline\"><strong>Redes neuronales artificiales:<\/strong>\u00a0<\/span>Se trata de modelos matem\u00e1ticos artificiales inspirados por el funcionamiento del cerebro humano.<\/li>\n<\/ul>\n<p>La inteligencia computacional tiene una doble finalidad:<\/p>\n<ul>\n<li>Por un lado, su <strong>objetivo cient\u00edfico<\/strong> es comprender los principios que posibilitan el comportamiento inteligente (ya sea en sistemas naturales o artificiales)<\/li>\n<li>Segundo, su <strong>objetivo tecnol\u00f3gico<\/strong> consiste en especificar los m\u00e9todos para dise\u00f1ar sistemas inteligentes<\/li>\n<\/ul>\n<h4><b>B<\/b><b>) Inteligencia artificial convencional<\/b><\/h4>\n<p>Se conoce tambi\u00e9n como IA simb\u00f3lico-deductiva. Est\u00e1 basada en el an\u00e1lisis formal y estad\u00edstico del comportamiento humano ante diferentes problemas:<\/p>\n<ul>\n<li><a href=\"https:\/\/es.wikipedia.org\/wiki\/Razonamiento_basado_en_casos\">Razonamiento basado en casos<\/a>: Ayuda a tomar decisiones mientras se resuelven ciertos problemas concretos y, aparte de que son muy importantes, requieren de un buen funcionamiento.<\/li>\n<li><a href=\"https:\/\/es.wikipedia.org\/wiki\/Sistema_experto\">Sistemas expertos<\/a>: Infieren una soluci\u00f3n a trav\u00e9s del conocimiento previo del contexto en que se aplica y ocupa de ciertas reglas o relaciones.<\/li>\n<li><a href=\"https:\/\/es.wikipedia.org\/wiki\/Red_bayesiana\">Redes bayesianas<\/a>: Propone soluciones mediante inferencia probabil\u00edstica.<\/li>\n<li><a href=\"https:\/\/es.wikipedia.org\/w\/index.php?title=Inteligencia_artificial_basada_en_comportamientos&amp;action=edit&amp;redlink=1\">Inteligencia artificial basada en comportamientos<\/a>: Esta inteligencia contiene autonom\u00eda y puede auto-regularse y controlarse para mejorar.<\/li>\n<li><a href=\"https:\/\/es.wikipedia.org\/w\/index.php?title=Smart_process_management&amp;action=edit&amp;redlink=1\">Smart <\/a><a href=\"https:\/\/es.wikipedia.org\/w\/index.php?title=Smart_process_management&amp;action=edit&amp;redlink=1\">process<\/a> <a href=\"https:\/\/es.wikipedia.org\/w\/index.php?title=Smart_process_management&amp;action=edit&amp;redlink=1\">management<\/a>: Facilita la toma de decisiones complejas, proponiendo una soluci\u00f3n a un determinado problema al igual que lo har\u00eda un especialista en dicha actividad.<\/li>\n<\/ul>\n<h3>IA en la Cuarta Revoluci\u00f3n Industrial<\/h3>\n<p>La Inteligencia Artificial desempe\u00f1a un papel fundamental al impulsar la automatizaci\u00f3n y la optimizaci\u00f3n de procesos en diversas industrias.<\/p>\n<p>Los sistemas pueden analizar grandes vol\u00famenes de datos en tiempo real, identificar patrones y tendencias, y tomar decisiones informadas de manera m\u00e1s r\u00e1pida y precisa que los humanos.<\/p>\n<p>Esto tiene el potencial de aumentar la eficiencia, reducir los costos y mejorar la calidad en la producci\u00f3n y los servicios, adem\u00e1s,\u00a0 est\u00e1 impulsando la creaci\u00f3n de nuevos modelos de negocio y la transformaci\u00f3n de los existentes.<\/p>\n<p>Las empresas est\u00e1n utilizando la IA para personalizar la experiencia del cliente, ofrecer recomendaciones precisas, desarrollar productos y servicios innovadores y optimizar la cadena de suministro.<\/p>\n<h3>preocupaciones \u00e9ticas y sociales<\/h3>\n<p>Sin embargo, la adopci\u00f3n generalizada de este tipo de tecnolog\u00eda tambi\u00e9n plantea desaf\u00edos y preocupaciones. Existen preocupaciones \u00e9ticas y sociales en torno a la privacidad de los datos, la toma de decisiones automatizada y el impacto en el empleo.<\/p>\n<p>Es importante abordar estos problemas de manera responsable y garantizar que la IA se utilice para el beneficio de la sociedad en su conjunto.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1571 size-full\" src=\"https:\/\/minegocio-web.com\/wp-content\/uploads\/2023\/05\/Automatizacion-RPA.jpeg\" alt=\"\" width=\"400\" height=\"225\" srcset=\"https:\/\/minegocio-web.com\/wp-content\/uploads\/2023\/05\/Automatizacion-RPA.jpeg 400w, https:\/\/minegocio-web.com\/wp-content\/uploads\/2023\/05\/Automatizacion-RPA-300x169.jpeg 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>En resumen, la inteligencia artificial es un catalizador clave de la Cuarta Revoluci\u00f3n Industrial. Su capacidad para automatizar tareas, analizar datos y tomar decisiones informadas est\u00e1 transformando las industrias y generando nuevas oportunidades. Sin embargo, tambi\u00e9n es necesario abordar los desaf\u00edos asociados para aprovechar al m\u00e1ximo el potencial de la IA de manera \u00e9tica y sostenible.<\/p>\n<p>&nbsp;<\/p>\n<p>Conferencia de este art\u00edculo en <strong>YouTube<\/strong> : <a href=\"https:\/\/youtu.be\/-kDU1H4LmCc\">De la Empresa tradicional a la Industria Digital 4.0<\/a><\/p>\n<p>________________________________________________________________________________<\/p>\n<p>Otros Art\u00edculos de Inter\u00e9s: <a href=\"https:\/\/minegocio-web.com\/alejo\/anterior\/tome-decisiones-inteligentes-con-un-erp\/\">Tome Decisiones Inteligentes con un ERP<\/a>\u00a0y <a href=\"https:\/\/minegocio-web.com\/blog\/\">Otros Art\u00edculos<\/a><\/p>\n<h4>Desea una asesor\u00eda o consultor\u00eda empresarial? <a href=\"https:\/\/minegocio-web.com\/consultoria-empresarial-y-soluciones-tic\/\">dar clic aqu\u00ed para m\u00e1s detalles.<\/a><\/h4>\n<p>&nbsp;<\/p>\n<noscript class=\"ninja-forms-noscript-message\">\n\tAviso: 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