{"id":22591,"date":"2021-05-06T10:49:22","date_gmt":"2021-05-06T16:49:22","guid":{"rendered":"https:\/\/otech.uaeh.edu.mx\/noti\/?p=22591"},"modified":"2021-05-06T10:49:52","modified_gmt":"2021-05-06T16:49:52","slug":"las-implicaciones-eticas-de-los-chatbots","status":"publish","type":"post","link":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/","title":{"rendered":"Las implicaciones \u00e9ticas de los chatbots"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La tecnolog\u00eda es un gran facilitador. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Los innumerables avances que van desde los autos aut\u00f3nomos hasta la realidad virtual y un mill\u00f3n m\u00e1s son asombrosas insignias de honor para el ingenio humano.<\/span><\/span><\/span><\/span><!--more--><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Ok, ese es el pre\u00e1mbulo positivo. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Tal vez sea solo el alarmista que hay en m\u00ed, pero donde parece que nos estamos quedando rezagados en nuestro ascenso mete\u00f3rico como especie es la pregunta &#8220;\u00bfPodemos hacer esto?&#8221; <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">con \u201c\u00bfDeber\u00edamos hacer esto?\u201d, sin el cual podr\u00edamos seguir una ruta cercana a Frankenstein hacia el desastre.<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Y con esa transici\u00f3n, me gustar\u00eda hablar sobre la\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/pdfpiw.uspto.gov\/.piw?docid=10853717\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">reciente patente de\u00a0 <\/span><\/span><\/span><\/span><\/a><a style=\"color: #000000;\" href=\"http:\/\/microsoft.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Microsoft<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0para &#8220;crear un chatbot conversacional de una persona espec\u00edfica&#8221;. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">En primer lugar, es brillante como un pensamiento. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Si podemos entrenar\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.information-age.com\/adopting-ai-chatbot-customer-employee-experience-123484849\/\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">chatbots a<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0partir de las respuestas de millas de personas diferentes, tiene sentido que debamos hacerlo tambi\u00e9n a partir de las aportaciones de una persona. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Y con nosotros ofreciendo a ciegas partes de nosotros mismos a los dioses digitales, probablemente no haya un fin de informaci\u00f3n con la que Big Tech podr\u00eda hacernos renacer, si no ahora, en el futuro cercano. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Pero lo que tal vez este genio no est\u00e9 considerando es si deber\u00edamos estar haciendo esto en absoluto.<\/span><\/span><\/span><\/span><\/span><\/p>\n<div id=\"ntv1038846-431548-56366\" class=\"ntv-moap ntv1038846-431548-56366 ntvClickOut noskim\" style=\"text-align: justify;\"><\/div>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">\u00bfEl porque? <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Algunas razones r\u00e1pidas me vienen a la mente:<\/span><\/span><\/span><\/span><\/span><\/p>\n<ol style=\"text-align: justify;\">\n<li><span style=\"color: #000000;\"><strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Libras y d\u00f3lares<\/span><\/span><\/span><\/span><\/strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0: si lo construyes, vendr\u00e1n &#8230; y te pagar\u00e1n por ello. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La conclusi\u00f3n es <\/span><\/span><\/span><\/span><\/span><br \/>\n<span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">que esto probablemente podr\u00eda monetizarse de una manera bastante lucrativa.<\/span><\/span><\/span><\/span><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Avances entre par\u00e9ntesis<\/span><\/span><\/span><\/span><\/strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0: hay muchas investigaciones que tienen beneficios incidentales, es decir, que pueden <\/span><\/span><\/span><\/span><\/span><br \/>\n<span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">orientar a las personas sobre nuevas formas de utilizar esta tecnolog\u00eda o una nueva direcci\u00f3n en la que realizan m\u00e1s investigaciones.<\/span><\/span><\/span><\/span><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Razones morbosas<\/span><\/span><\/span><\/span><\/strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0: como dice\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.forbes.com\/sites\/barrycollins\/2021\/01\/04\/microsoft-could-bring-you-back-from-the-dead-as-a-chat-bot\/?sh=5e4206395f70\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">este art\u00edculo de Forbes<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0, existe la posibilidad de que, al usar su presencia en l\u00ednea y las aportaciones de sus d\u00edas de vida, exista la posibilidad de que su chatbot pueda sobrevivirle y brindar una presencia continua despu\u00e9s de su\u2026 partida .<\/span><\/span><\/span><\/span><\/span><\/li>\n<li><span style=\"color: #000000;\"><strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Porque podemos<\/span><\/span><\/span><\/span><\/strong><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0&#8211; Dijo suficiente.<\/span><\/span><\/span><\/span><\/span><\/li>\n<\/ol>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">El m\u00e1s razonable de los motivos anteriores es posiblemente el punto dos. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La investigaci\u00f3n relacionada con esta patente podr\u00eda ser muy beneficiosa en formas que ni siquiera hemos concebido todav\u00eda. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Sin embargo, lo imprevisto no tiene br\u00fajula moral y el hecho es que tambi\u00e9n podr\u00eda utilizar para prop\u00f3sitos nefastos fuera de la intenci\u00f3n original de sus creadores.<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Podr\u00edas pensar que he visto demasiadas pel\u00edculas de Hollywood. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Sin embargo, si piensa en la ya floreciente lista de formas moralmente ambiguas en las que se usa la tecnolog\u00eda, no se trata tanto de ciencia ficci\u00f3n como de hechos cient\u00edficos.<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Solo un ejemplo es el\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.information-age.com\/ai-bias-why-happens-how-companies-can-address-it-123491587\/\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">sesgo en los algoritmos de inteligencia artificial (IA)<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Si bien la inteligencia artificial puede ayudar a los m\u00e9dicos a interpretar los resultados de las pruebas con mayor precisi\u00f3n en ciertos casos, estos algoritmos se entrenan con datos hist\u00f3ricos que tienen incorporados nuestros sesgos humanos inherentes. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Entonces, cuando los estudios\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/link.springer.com\/article\/10.1007\/s11606-020-06280-5\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">como este<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0muestran que los pacientes negros habr\u00edan recibido una mejor atenci\u00f3n m\u00e9dica que les salv\u00f3 la vida &#8220;. Si su funci\u00f3n renal hubiera sido estimada usando\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.wired.com\/story\/how-algorithm-blocked-kidney-transplants-black-patients\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">la misma f\u00f3rmula que para los pacientes blancos<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0&#8220;, probablemente deber\u00edamos tomar nota y hacer algo al respecto.<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Adem\u00e1s de simplemente crear tu doppelganger zombie digital, \u00bfesta tecnolog\u00eda abre potencialmente la caja de Pandora para el robo de identidad? <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.ftc.gov\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Comisi\u00f3n Federal de Comercio<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0de los EE. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">UU. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Informa que hubo\u00a0 <\/span><\/span><\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.ftc.gov\/reports\/consumer-sentinel-network-data-book-2020\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">$ 3.3 mil millones en p\u00e9rdidas por fraude<\/span><\/span><\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0solo en 2020.<\/span><\/span><\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Si los piratas inform\u00e1ticos pueden obtener adem\u00e1s el tono de voz de uno, la elecci\u00f3n de palabras, etc., el cielo es el l\u00edmite para su &#8220;\u00e9xito&#8221; en hacerse pasar por alguien. <\/span><span style=\"vertical-align: inherit;\">Podr\u00edamos seguir en este viaje hiperb\u00f3lico agregando una capa de &#8216;deepfakes&#8217; (videos falsos generados por IA). <\/span><span style=\"vertical-align: inherit;\">As\u00ed que ahora podr\u00edamos suplantar el tono de voz de alguien con un video de &#8220;ellos&#8221; dici\u00e9ndolo. <\/span><span style=\"vertical-align: inherit;\">Ya que estamos en eso, tambi\u00e9n podr\u00edamos invitar a\u00a0 <\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.bostondynamics.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Boston Dynamics<\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> a la fiesta con su robot que camina, habla y (s\u00ed) baila, pero a estas alturas estoy seguro de que captas mi rumbo apocal\u00edptico.<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La pr\u00e1ctica de preguntar &#8220;por qu\u00e9&#8221; no es un concepto nuevo; <\/span><span style=\"vertical-align: inherit;\">esta tensi\u00f3n entre ciencia y \u00e9tica ha persistido durante el tiempo y, de hecho, es necesario. <\/span><span style=\"vertical-align: inherit;\">Pero parece que esta vez se juega en una nueva arena, una en la que la regulaci\u00f3n est\u00e1 luchando por mantenerse al d\u00eda. <\/span><span style=\"vertical-align: inherit;\">La velocidad a la que estamos dando voluntariamente nuestros datos privados a\u00a0 <\/span><\/span><a style=\"color: #000000;\" href=\"http:\/\/facebook.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Facebook<\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"> \u00a0y sus pares supera con creces cualquier cosa que la legislaci\u00f3n como GDPR y sus contrapartes puedan controlar. <\/span><span style=\"vertical-align: inherit;\">Simplemente aceptamos las deliciosas galletas y seguimos adelante. <\/span><span style=\"vertical-align: inherit;\">Y luego estamos impactados con resultados como (supuestamente)\u00a0 <\/span><\/span><a style=\"color: #000000;\" href=\"https:\/\/www.theguardian.com\/news\/2018\/mar\/17\/cambridge-analytica-facebook-influence-us-election\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">resultados electorales influidos<\/span><\/span><\/a><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">\u00a0. <\/span><span style=\"vertical-align: inherit;\">Estas brechas se habilitaron utilizando las herramientas disponibles para quienes saben c\u00f3mo manipularlas. <\/span><span style=\"vertical-align: inherit;\">Y la mencionada patente de Microsoft podr\u00eda ser otra arma en el arsenal.<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">La privacidad de nuestros datos es el gran debate de nuestro tiempo, o al menos deber\u00eda serlo. <\/span><span style=\"vertical-align: inherit;\">Perm\u00edtanme ser claro: no estoy abogando por el abandono de todos los avances cient\u00edficos y el regreso a la Edad Media (ellos tambi\u00e9n ten\u00edan sus problemas). <\/span><span style=\"vertical-align: inherit;\">Sin embargo, lo que hay que hacer es fomentar la discusi\u00f3n y el debate. <\/span><span style=\"vertical-align: inherit;\">Y esto debe provenir de una amplia franja de la sociedad, a diferencia de aquellos que conocen los avances tecnol\u00f3gicos y que &#8220;hablan el idioma&#8221;. <\/span><span style=\"vertical-align: inherit;\">M\u00e1s voces significan puntos de vista menos miopes y una consideraci\u00f3n de todos los aspectos relevantes de un tema.<\/span><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Hablemos de las implicaciones \u00e9ticas. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Hablemos de para qu\u00e9 m\u00e1s se podr\u00eda utilizar esta tecnolog\u00eda. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Hablemos sobre si podemos hacer esto de otra manera. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Hablemos sobre los controles y contrapesos que necesitamos para hacer esto de manera segura. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Dejanos hablar.<\/span><\/span><\/span><\/span><\/span><\/p>\n<div style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Fuente:<\/span><\/span><\/span><\/span><\/span><\/div>\n<div>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Selecci\u00f3n del editor. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">(2021e, 6 de mayo). <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Las implicaciones \u00e9ticas de los chatbots. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Recuperado 6 de mayo de 2021, de https:\/\/www.information-age.com\/ethical-implications-chatbots-123495018\/<\/span><\/span><\/span><\/span><\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>La tecnolog\u00eda es un gran facilitador. Los innumerables avances que van desde los autos aut\u00f3nomos hasta la realidad virtual y un mill\u00f3n m\u00e1s son asombrosas insignias de honor para el ingenio humano.<\/p>\n","protected":false},"author":1,"featured_media":22592,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[378],"tags":[],"class_list":["post-22591","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sociedad"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo\" \/>\n<meta property=\"og:description\" content=\"La tecnolog\u00eda es un gran facilitador. Los innumerables avances que van desde los autos aut\u00f3nomos hasta la realidad virtual y un mill\u00f3n m\u00e1s son asombrosas insignias de honor para el ingenio humano.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\" \/>\n<meta property=\"og:site_name\" content=\"Observatorio Tecnol\u00f3gico de Hidalgo\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/observatoriouaeh\" \/>\n<meta property=\"article:published_time\" content=\"2021-05-06T16:49:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-05-06T16:49:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@OBSERVATORIOEH\" \/>\n<meta name=\"twitter:site\" content=\"@OBSERVATORIOEH\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c\"},\"headline\":\"Las implicaciones \u00e9ticas de los chatbots\",\"datePublished\":\"2021-05-06T16:49:22+00:00\",\"dateModified\":\"2021-05-06T16:49:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\"},\"wordCount\":1034,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg\",\"articleSection\":[\"Sociedad\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\",\"name\":\"Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo\",\"isPartOf\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg\",\"datePublished\":\"2021-05-06T16:49:22+00:00\",\"dateModified\":\"2021-05-06T16:49:52+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg\",\"contentUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg\",\"width\":1024,\"height\":440},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Inicio\",\"item\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Las implicaciones \u00e9ticas de los chatbots\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#website\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\",\"name\":\"Observatorio Tecnol\u00f3gico de Hidalgo\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/otech.uaeh.edu.mx\/noti\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#organization\",\"name\":\"Observatorio Tecnol\u00f3gico de Hidalgo\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png\",\"contentUrl\":\"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png\",\"width\":250,\"height\":250,\"caption\":\"Observatorio Tecnol\u00f3gico de Hidalgo\"},\"image\":{\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/observatoriouaeh\",\"https:\/\/x.com\/OBSERVATORIOEH\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"url\":\"https:\/\/otech.uaeh.edu.mx\/noti\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/","og_locale":"en_US","og_type":"article","og_title":"Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo","og_description":"La tecnolog\u00eda es un gran facilitador. Los innumerables avances que van desde los autos aut\u00f3nomos hasta la realidad virtual y un mill\u00f3n m\u00e1s son asombrosas insignias de honor para el ingenio humano.","og_url":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/","og_site_name":"Observatorio Tecnol\u00f3gico de Hidalgo","article_publisher":"https:\/\/www.facebook.com\/observatoriouaeh","article_published_time":"2021-05-06T16:49:22+00:00","article_modified_time":"2021-05-06T16:49:52+00:00","og_image":[{"width":1024,"height":440,"url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@OBSERVATORIOEH","twitter_site":"@OBSERVATORIOEH","twitter_misc":{"Written by":"admin","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#article","isPartOf":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/"},"author":{"name":"admin","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c"},"headline":"Las implicaciones \u00e9ticas de los chatbots","datePublished":"2021-05-06T16:49:22+00:00","dateModified":"2021-05-06T16:49:52+00:00","mainEntityOfPage":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/"},"wordCount":1034,"commentCount":0,"publisher":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage"},"thumbnailUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg","articleSection":["Sociedad"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/","url":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/","name":"Las implicaciones \u00e9ticas de los chatbots - Observatorio Tecnol\u00f3gico de Hidalgo","isPartOf":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#website"},"primaryImageOfPage":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage"},"thumbnailUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg","datePublished":"2021-05-06T16:49:22+00:00","dateModified":"2021-05-06T16:49:52+00:00","breadcrumb":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#primaryimage","url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg","contentUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2021\/05\/ethical-implications-chatbots-1024x440-1.jpeg","width":1024,"height":440},{"@type":"BreadcrumbList","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/sociedad\/las-implicaciones-eticas-de-los-chatbots\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Inicio","item":"https:\/\/otech.uaeh.edu.mx\/noti\/"},{"@type":"ListItem","position":2,"name":"Las implicaciones \u00e9ticas de los chatbots"}]},{"@type":"WebSite","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#website","url":"https:\/\/otech.uaeh.edu.mx\/noti\/","name":"Observatorio Tecnol\u00f3gico de Hidalgo","description":"","publisher":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/otech.uaeh.edu.mx\/noti\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#organization","name":"Observatorio Tecnol\u00f3gico de Hidalgo","url":"https:\/\/otech.uaeh.edu.mx\/noti\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/","url":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png","contentUrl":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-content\/uploads\/2025\/11\/Logo-circulo.png","width":250,"height":250,"caption":"Observatorio Tecnol\u00f3gico de Hidalgo"},"image":{"@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/observatoriouaeh","https:\/\/x.com\/OBSERVATORIOEH"]},{"@type":"Person","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/95263d004158ffabcd98137e1d0abc1c","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/otech.uaeh.edu.mx\/noti\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/08dd17208ee6a9e87c5a01c0a5f4c96c8ed24bf05e625630929b5b6a7c1ffa5f?s=96&d=mm&r=g","caption":"admin"},"url":"https:\/\/otech.uaeh.edu.mx\/noti\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/22591","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/comments?post=22591"}],"version-history":[{"count":3,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/22591\/revisions"}],"predecessor-version":[{"id":22595,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/posts\/22591\/revisions\/22595"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/media\/22592"}],"wp:attachment":[{"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/media?parent=22591"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/categories?post=22591"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otech.uaeh.edu.mx\/noti\/wp-json\/wp\/v2\/tags?post=22591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}