{"id":93,"date":"2025-12-17T16:34:16","date_gmt":"2025-12-17T13:34:16","guid":{"rendered":"https:\/\/erkansaka.com\/por-que-la-discriminacion-algoritmica-de-genero-es-el-problema-mas-invisible-de-la-era-digital\/"},"modified":"2025-12-23T14:05:15","modified_gmt":"2025-12-23T11:05:15","slug":"por-que-la-discriminacion-algoritmica-de-genero-es-el-problema-mas-invisible-de-la-era-digital","status":"publish","type":"post","link":"https:\/\/erkansaka.com\/es\/por-que-la-discriminacion-algoritmica-de-genero-es-el-problema-mas-invisible-de-la-era-digital\/","title":{"rendered":"Por qu\u00e9 la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero es el problema m\u00e1s invisible de la era digital"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Algoritmik Cinsiyet Ayr\u0131mc\u0131l\u0131\u011f\u0131 Neden Dijital \u00c7a\u011f\u0131n En G\u00f6r\u00fcnmez Sorunu?\" width=\"720\" height=\"405\" src=\"https:\/\/www.youtube.com\/embed\/GUKOFQQ2JNU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>El contenido compartido aqu\u00ed es una versi\u00f3n resumida del art\u00edculo para ver el art\u00edculo completo: <a href=\"https:\/\/www.researchgate.net\/publication\/338913711_Big_data_and_gender-biased_algorithms\" target=\"_blank\" rel=\"noopener\">visita la direcci\u00f3n del art\u00edculo<\/a> <\/em><\/p>\n<\/blockquote>\n\n\n\n<p>A medida que los sistemas digitales impregnan todos los aspectos de nuestras vidas, crece silenciosamente un problema invisible: la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero. El resumen de este art\u00edculo analiza c\u00f3mo se reproduce la desigualdad de g\u00e9nero en la era de la inteligencia artificial y los grandes datos, y por qu\u00e9 es tan peligrosa. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Algoritmos: \u00bfHerramientas neutrales o espejos sociales?<\/h2>\n\n\n\n<p>Hoy en d\u00eda, los algoritmos impregnan casi todos los aspectos de nuestras vidas. Los motores de b\u00fasqueda, las redes sociales, las herramientas de traducci\u00f3n autom\u00e1tica y los sistemas de contrataci\u00f3n asistidos por IA determinan qu\u00e9 informaci\u00f3n encontramos y qu\u00e9 decisiones se consideran &#8220;razonables&#8221;. A menudo percibimos estos sistemas como neutrales, matem\u00e1ticos y objetivos.  <\/p>\n\n\n\n<p>Sin embargo, la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero surge precisamente en este punto. Porque los algoritmos no son seres que piensen por s\u00ed mismos; son sistemas alimentados por datos producidos socialmente. Si estos datos proceden de un mundo desigual, los algoritmos reflejan esta desigualdad.  <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Los algoritmos no miden la realidad, sino que reproducen lo que era visible en el pasado.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Big Data y sesgo de g\u00e9nero: \u00bfMultiplicidad significa equidad?<\/h2>\n\n\n<style>.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id93_b70253-fc > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_b70253-fc > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_b70253-fc alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_2d073a-85 > .kt-inside-inner-col,.kadence-column93_2d073a-85 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_2d073a-85 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_2d073a-85 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_2d073a-85 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_2d073a-85 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_2d073a-85{position:relative;}@media all and (max-width: 1024px){.kadence-column93_2d073a-85 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_2d073a-85 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_2d073a-85\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_001d13-dd .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_001d13-dd .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_001d13-dd .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_001d13-dd .kt-info-svg-icon-flip, .kt-info-box93_001d13-dd .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_001d13-dd .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_001d13-dd .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_001d13-dd .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_001d13-dd\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h4 class=\"kt-blocks-info-box-title\">Falacia de la cantidad de datos<\/h4><p class=\"kt-blocks-info-box-text\">Utilizar millones de puntos de datos da la impresi\u00f3n de que se obtendr\u00e1n resultados m\u00e1s precisos y justos. Sin embargo, el problema no est\u00e1 en la cantidad de datos, sino en la forma de representarlos. <\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_62bef9-77 > .kt-inside-inner-col,.kadence-column93_62bef9-77 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_62bef9-77 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_62bef9-77 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_62bef9-77 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_62bef9-77 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_62bef9-77{position:relative;}@media all and (max-width: 1024px){.kadence-column93_62bef9-77 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_62bef9-77 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_62bef9-77\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_a55ca2-cd .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_a55ca2-cd .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_a55ca2-cd .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_a55ca2-cd .kt-info-svg-icon-flip, .kt-info-box93_a55ca2-cd .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_a55ca2-cd .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_a55ca2-cd .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_a55ca2-cd .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_a55ca2-cd\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Automatizar los prejuicios<\/h3><p class=\"kt-blocks-info-box-text\">Los macrodatos y el sesgo de g\u00e9nero est\u00e1n entrelazados. A medida que aumentan las cifras, el sesgo se automatiza. El algoritmo reproduce la representaci\u00f3n desigual en la sociedad.  <\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_48ca05-c6 > .kt-inside-inner-col,.kadence-column93_48ca05-c6 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_48ca05-c6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_48ca05-c6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_48ca05-c6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_48ca05-c6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_48ca05-c6{position:relative;}@media all and (max-width: 1024px){.kadence-column93_48ca05-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_48ca05-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_48ca05-c6\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_533658-c2 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_533658-c2 .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_533658-c2 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_533658-c2 .kt-info-svg-icon-flip, .kt-info-box93_533658-c2 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_533658-c2 .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_533658-c2 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_533658-c2 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_533658-c2\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Patrones hist\u00f3ricos<\/h3><p class=\"kt-blocks-info-box-text\">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean diam dolor, accumsan sed rutrum vel, dapibus et leo. <\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\">Contrataci\u00f3n con Inteligencia Artificial: Automatizar la discriminaci\u00f3n<\/h2>\n\n\n\n<p>Uno de los ejemplos m\u00e1s llamativos de discriminaci\u00f3n algor\u00edtmica de g\u00e9nero son los sistemas de contrataci\u00f3n asistidos por inteligencia artificial. Estos sistemas filtran a los nuevos candidatos analizando los perfiles de empleados que se han considerado &#8220;exitosos&#8221; en el pasado. A primera vista, este enfoque puede parecer eficaz y objetivo.  <\/p>\n\n\n<style>.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id93_15b50e-d0 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_15b50e-d0 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_15b50e-d0 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_fb0e6a-48 > .kt-inside-inner-col,.kadence-column93_fb0e6a-48 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_fb0e6a-48 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_fb0e6a-48 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_fb0e6a-48 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_fb0e6a-48 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_fb0e6a-48{position:relative;}@media all and (max-width: 1024px){.kadence-column93_fb0e6a-48 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_fb0e6a-48 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_fb0e6a-48\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_9e2216-2c .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_9e2216-2c .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_9e2216-2c .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_9e2216-2c .kt-info-svg-icon-flip, .kt-info-box93_9e2216-2c .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_9e2216-2c .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_9e2216-2c .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_9e2216-2c .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_9e2216-2c\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Datos hist\u00f3ricos<\/h3><p class=\"kt-blocks-info-box-text\">La definici\u00f3n de \u00e9xito se basa en gran medida en los empleados masculinos<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_b23925-39 > .kt-inside-inner-col,.kadence-column93_b23925-39 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_b23925-39 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_b23925-39 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_b23925-39 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_b23925-39 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_b23925-39{position:relative;}@media all and (max-width: 1024px){.kadence-column93_b23925-39 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_b23925-39 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_b23925-39\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_c3fa86-41 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_c3fa86-41 .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_c3fa86-41 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_c3fa86-41 .kt-info-svg-icon-flip, .kt-info-box93_c3fa86-41 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_c3fa86-41 .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_c3fa86-41 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_c3fa86-41 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_c3fa86-41\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Algoritmo Norma<\/h3><p class=\"kt-blocks-info-box-text\">El sistema normaliza este perfil<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_1d21c5-b7 > .kt-inside-inner-col,.kadence-column93_1d21c5-b7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_1d21c5-b7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_1d21c5-b7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_1d21c5-b7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_1d21c5-b7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_1d21c5-b7{position:relative;}@media all and (max-width: 1024px){.kadence-column93_1d21c5-b7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_1d21c5-b7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_1d21c5-b7\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_6abc08-61 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_6abc08-61 .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_6abc08-61 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_6abc08-61 .kt-info-svg-icon-flip, .kt-info-box93_6abc08-61 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_6abc08-61 .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_6abc08-61 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_6abc08-61 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_6abc08-61\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Exploraci\u00f3n sistem\u00e1tica<\/h3><p class=\"kt-blocks-info-box-text\">Las candidatas son eliminadas autom\u00e1ticamente<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p>Este ejemplo muestra claramente por qu\u00e9 la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero es peligrosa. Porque la discriminaci\u00f3n ya no es el resultado de prejuicios individuales, sino de mecanismos automatizados de toma de decisiones. Adem\u00e1s, este proceso suele pasar desapercibido.  <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Umbral invisible en los sistemas de reconocimiento facial<\/h2>\n\n\n<style>.kb-row-layout-id93_00625e-43 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_00625e-43 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_00625e-43 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 2fr) minmax(0, 1fr);}.kb-row-layout-id93_00625e-43 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_00625e-43 > .kt-row-column-wrap{grid-template-columns:minmax(0, 2fr) minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id93_00625e-43 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_00625e-43 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-left-golden kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_93ac85-0e > .kt-inside-inner-col,.kadence-column93_93ac85-0e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_93ac85-0e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_93ac85-0e > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_93ac85-0e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_93ac85-0e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_93ac85-0e{position:relative;}@media all and (max-width: 1024px){.kadence-column93_93ac85-0e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_93ac85-0e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_93ac85-0e\"><div class=\"kt-inside-inner-col\">\n<p>Los algoritmos reproducen el sesgo de g\u00e9nero no s\u00f3lo en la selecci\u00f3n de personal o en los motores de b\u00fasqueda, sino tambi\u00e9n en los sistemas biom\u00e9tricos. Los estudios sobre software de reconocimiento facial demuestran que los porcentajes de error var\u00edan significativamente seg\u00fan el sexo y el color de la piel. <\/p>\n\n\n\n<p>Especialmente las mujeres de piel oscura son el grupo expuesto a la mayor tasa de error en estos sistemas. Esto revela que la suposici\u00f3n de &#8220;usuario medio&#8221; de los algoritmos se basa en realidad en el cuerpo masculino blanco. <\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_34dbce-2a > .kt-inside-inner-col,.kadence-column93_34dbce-2a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_34dbce-2a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_34dbce-2a > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_34dbce-2a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_34dbce-2a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_34dbce-2a{position:relative;}@media all and (max-width: 1024px){.kadence-column93_34dbce-2a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_34dbce-2a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_34dbce-2a\"><div class=\"kt-inside-inner-col\"><style>.kb-image93_ccbb8a-50 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image93_ccbb8a-50 size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x-1024x1024.jpg\" alt=\"\" class=\"kb-img wp-image-39\" srcset=\"https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x-1024x1024.jpg 1024w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x-300x300.jpg 300w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x-150x150.jpg 150w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x-768x768.jpg 768w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/4r8mPGvqYt4hPKj-Fmj7x.jpg 1328w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id93_bd8173-2c > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_bd8173-2c > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_bd8173-2c alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_7307ff-fd > .kt-inside-inner-col,.kadence-column93_7307ff-fd > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_7307ff-fd > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_7307ff-fd > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_7307ff-fd > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_7307ff-fd > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_7307ff-fd{position:relative;}@media all and (max-width: 1024px){.kadence-column93_7307ff-fd > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_7307ff-fd > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_7307ff-fd\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_035ad0-8e .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_035ad0-8e kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label93_035ad0-8e\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Etiqueta de la barra de progreso\">Mujeres de piel oscura<\/span><span id=\"current-progress-above93_035ad0-8e\" class=\"kb-current-progress-above kt-progress-percent\">34%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-93_035ad0-8e\" aria-label=\"Koyu Tenli Kad\u0131nlar \" role=\"note\"><\/div><\/div>\n\n\n<p>Tasa de error m\u00e1s alta<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_02dac2-dc > .kt-inside-inner-col,.kadence-column93_02dac2-dc > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_02dac2-dc > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_02dac2-dc > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_02dac2-dc > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_02dac2-dc > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_02dac2-dc{position:relative;}@media all and (max-width: 1024px){.kadence-column93_02dac2-dc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_02dac2-dc > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_02dac2-dc\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_522d59-cc .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_522d59-cc kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label93_522d59-cc\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Etiqueta de la barra de progreso\">Hombres de piel clara<\/span><span id=\"current-progress-above93_522d59-cc\" class=\"kb-current-progress-above kt-progress-percent\">12%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-93_522d59-cc\" aria-label=\"Koyu Tenli Kad\u0131nlar \" role=\"note\"><\/div><\/div>\n\n\n<p>Tasa de error m\u00e1s baja<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_61ed17-99 > .kt-inside-inner-col,.kadence-column93_61ed17-99 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_61ed17-99 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_61ed17-99 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_61ed17-99 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_61ed17-99 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_61ed17-99{position:relative;}@media all and (max-width: 1024px){.kadence-column93_61ed17-99 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_61ed17-99 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_61ed17-99\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_0fef73-5a .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_0fef73-5a kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label93_0fef73-5a\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Etiqueta de la barra de progreso\">Hombres de piel oscura<\/span><span id=\"current-progress-above93_0fef73-5a\" class=\"kb-current-progress-above kt-progress-percent\">21%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-93_0fef73-5a\"><\/div><\/div>\n\n\n<p>Tasa de error media-alta<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">El punto ciego de los conjuntos de datos: &#8220;El problema de la novia&#8221;<\/h2>\n\n\n\n<p>Uno de los ejemplos m\u00e1s instructivos de big data y sesgo de g\u00e9nero es la representaci\u00f3n de &#8220;novias&#8221; en conjuntos de datos de im\u00e1genes. La mayor\u00eda de las im\u00e1genes categorizadas con la etiqueta &#8220;Novia&#8221; consisten en mujeres occidentales con vestidos blancos. Sin embargo, la cultura nupcial en diferentes partes del mundo es extremadamente diversa.  <\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Tipo de perspectiva<\/th><th>Formato algor\u00edtmico de etiquetado<\/th><th>Descripci\u00f3n<\/th><\/tr><\/thead><tbody><tr><td><strong>Representaci\u00f3n occidental<\/strong><\/td><td>Las mujeres vestidas de blanco son etiquetadas como &#8220;novia&#8221;.<\/td><td>Los conjuntos de datos de im\u00e1genes aceptan la concepci\u00f3n centrada en Occidente del vestido de novia como norma por defecto.<\/td><\/tr><tr><td><strong>Diversidad cultural<\/strong><\/td><td>En el norte de la India, las mujeres que visten trajes tradicionales se clasifican como &#8220;arte esc\u00e9nico&#8221;<\/td><td>Las pr\u00e1cticas no occidentales en materia de vestidos de novia se etiquetan e invisibilizan con categor\u00edas descontextualizadas.<\/td><\/tr><tr><td><strong>Vista estrecha<\/strong><\/td><td>La perspectiva limitada del conjunto de datos se presenta como la norma global<\/td><td>El algoritmo no comete errores; reproduce un conjunto de datos limitado y culturalmente estrecho como realidad universal.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Este ejemplo demuestra que la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero no s\u00f3lo est\u00e1 relacionada con el sexo, sino tambi\u00e9n con la cultura y la geograf\u00eda.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">El lado algor\u00edtmico del lenguaje: &#8220;Suposici\u00f3n &#8220;\u00c9l dijo<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lengua sin g\u00e9nero: Lenguas como el turco, el finland\u00e9s<\/li>\n\n\n\n<li>Traducci\u00f3n autom\u00e1tica: Algoritmo activado<\/li>\n\n\n\n<li>Selecci\u00f3n por defecto: &#8220;Se utiliza &#8220;\u00c9l dijo<\/li>\n\n\n\n<li>Desigualdad ling\u00fc\u00edstica: Lo algor\u00edtmico se convierte en norma<\/li>\n<\/ul>\n\n\n\n<p>La discriminaci\u00f3n algor\u00edtmica de g\u00e9nero se manifiesta no s\u00f3lo en los visuales o la contrataci\u00f3n, sino tambi\u00e9n en las tecnolog\u00edas del lenguaje. Un ejemplo t\u00edpico es el uso de &#8220;\u00e9l dijo&#8221; por defecto en los sistemas de traducci\u00f3n autom\u00e1tica al traducir de lenguas sin g\u00e9nero al ingl\u00e9s. <\/p>\n\n\n\n<p>Esta preferencia no se debe a un imperativo gramatical, sino al peso estad\u00edstico de los patrones que se utilizan con m\u00e1s frecuencia en Internet. La desigualdad ling\u00fc\u00edstica se convierte as\u00ed en una norma algor\u00edtmica y se reproduce inadvertidamente. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Dise\u00f1o de Plataformas y Cultura Digital<\/h2>\n\n\n<style>.kb-row-layout-id93_854f51-10 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_854f51-10 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_854f51-10 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr) minmax(0, 2fr);}.kb-row-layout-id93_854f51-10 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_854f51-10 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr) minmax(0, 2fr);}}@media all and (max-width: 767px){.kb-row-layout-id93_854f51-10 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_854f51-10 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-right-golden kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_eb92db-68 > .kt-inside-inner-col,.kadence-column93_eb92db-68 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_eb92db-68 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_eb92db-68 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_eb92db-68 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_eb92db-68 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_eb92db-68{position:relative;}@media all and (max-width: 1024px){.kadence-column93_eb92db-68 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_eb92db-68 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_eb92db-68\"><div class=\"kt-inside-inner-col\"><style>.kb-image93_d7842c-77 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image93_d7842c-77 size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI-1024x1024.jpg\" alt=\"\" class=\"kb-img wp-image-40\" srcset=\"https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI-1024x1024.jpg 1024w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI-300x300.jpg 300w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI-150x150.jpg 150w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI-768x768.jpg 768w, https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/w3Z5aX0qenGAX_y7dp3eI.jpg 1328w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column93_fed676-ad > .kt-inside-inner-col,.kadence-column93_fed676-ad > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_fed676-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_fed676-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_fed676-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_fed676-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_fed676-ad{position:relative;}@media all and (max-width: 1024px){.kadence-column93_fed676-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_fed676-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_fed676-ad\"><div class=\"kt-inside-inner-col\">\n<p>Los algoritmos no s\u00f3lo seleccionan contenidos; tambi\u00e9n dan forma a la cultura digital. Las decisiones de dise\u00f1o que se toman en las plataformas de redes sociales y foros determinan qu\u00e9 contenidos destacan y qu\u00e9 comportamientos se fomentan. <\/p>\n\n\n\n<p>Algunas plataformas han creado entornos propicios a la difusi\u00f3n de discursos mis\u00f3ginos debido a la priorizaci\u00f3n algor\u00edtmica y a la falta de moderaci\u00f3n. Esto demuestra que la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero no es s\u00f3lo una cuesti\u00f3n t\u00e9cnica, sino tambi\u00e9n cultural. <\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id93_710689-45 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_710689-45 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_710689-45 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id93_710689-45 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_710689-45 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id93_710689-45 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_710689-45 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id93_710689-45 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id93_710689-45 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_710689-45 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_710689-45 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_f44d4e-cb > .kt-inside-inner-col,.kadence-column93_f44d4e-cb > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_f44d4e-cb > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_f44d4e-cb > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_f44d4e-cb > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_f44d4e-cb > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_f44d4e-cb{position:relative;}@media all and (max-width: 1024px){.kadence-column93_f44d4e-cb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_f44d4e-cb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_f44d4e-cb\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_9e2431-63 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_9e2431-63 .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_9e2431-63 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_9e2431-63 .kt-info-svg-icon-flip, .kt-info-box93_9e2431-63 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_9e2431-63 .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_9e2431-63 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_9e2431-63 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_9e2431-63\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Priorizaci\u00f3n<\/h3><p class=\"kt-blocks-info-box-text\">\u00bfQu\u00e9 contenido ser\u00e1 visible?<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_fad8d4-5e > .kt-inside-inner-col,.kadence-column93_fad8d4-5e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_fad8d4-5e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_fad8d4-5e > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_fad8d4-5e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_fad8d4-5e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_fad8d4-5e{position:relative;}@media all and (max-width: 1024px){.kadence-column93_fad8d4-5e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_fad8d4-5e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_fad8d4-5e\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_fe9e66-a1 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_fe9e66-a1 .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_fe9e66-a1 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_fe9e66-a1 .kt-info-svg-icon-flip, .kt-info-box93_fe9e66-a1 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_fe9e66-a1 .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_fe9e66-a1 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_fe9e66-a1 .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_fe9e66-a1\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Moderaci\u00f3n<\/h3><p class=\"kt-blocks-info-box-text\">\u00bfQu\u00e9 comportamientos se prevendr\u00e1n?<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column93_a681c1-65 > .kt-inside-inner-col,.kadence-column93_a681c1-65 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_a681c1-65 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_a681c1-65 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_a681c1-65 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_a681c1-65 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_a681c1-65{position:relative;}@media all and (max-width: 1024px){.kadence-column93_a681c1-65 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_a681c1-65 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_a681c1-65\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box93_a3ebc9-df .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box93_a3ebc9-df .kt-blocks-info-box-link-wrap{padding-top:var(--global-kb-spacing-xs, 1rem);padding-right:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);}.kt-info-box93_a3ebc9-df .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box93_a3ebc9-df .kt-info-svg-icon-flip, .kt-info-box93_a3ebc9-df .kt-blocks-info-box-number{font-size:50px;}.kt-info-box93_a3ebc9-df .kt-blocks-info-box-media{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:10px;padding-right:10px;padding-bottom:10px;padding-left:10px;}.kt-info-box93_a3ebc9-df .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box93_a3ebc9-df .kt-blocks-info-box-learnmore{background:transparent;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box93_a3ebc9-df\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-infobox-textcontent\"><h3 class=\"kt-blocks-info-box-title\">Cultura digital<\/h3><p class=\"kt-blocks-info-box-text\">Las plataformas dan forma a las normas sociales<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u00bfPor qu\u00e9 son tan poderosos los algoritmos?<\/h2>\n\n\n\n<p>Hoy en d\u00eda, los algoritmos empiezan a sustituir a las opiniones de los expertos y a las decisiones de las organizaciones. En gran medida, los algoritmos determinan qu\u00e9 informaci\u00f3n es fiable, qu\u00e9 candidato se considera adecuado o qu\u00e9 contenido es visible. <\/p>\n\n\n<style>.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap{grid-template-columns:repeat(4, minmax(0, 1fr));}.kb-row-layout-id93_79d50a-8c > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap{grid-template-columns:repeat(4, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id93_79d50a-8c > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id93_79d50a-8c alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-4-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column93_248c2e-c0 > .kt-inside-inner-col,.kadence-column93_248c2e-c0 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_248c2e-c0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_248c2e-c0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_248c2e-c0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_248c2e-c0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_248c2e-c0{position:relative;}@media all and (max-width: 1024px){.kadence-column93_248c2e-c0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_248c2e-c0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_248c2e-c0\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_d385d0-36 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container93_d385d0-36 .kb-progress-bar-93_d385d0-36{-webkit-mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);-webkit-mask-size:contain;mask-size:contain;-webkit-mask-repeat:no-repeat,no-repeat,no-repeat,no-repeat,no-repeat;mask-repeat:no-repeat,no-repeat,no-repeat,no-repeat,no-repeat;-webkit-mask-position:0%,25%,50%,75%,100%;mask-position:0%,25%,50%,75%,100%;aspect-ratio:5\/1;height:23px;width:115px;max-width:100%;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_d385d0-36 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-93_d385d0-36\" aria-label=\"4 de 5 estrellas\" role=\"note\"><\/div><\/div>\n\n\n<p><br>Autoridad<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_0822b1-d8 > .kt-inside-inner-col,.kadence-column93_0822b1-d8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_0822b1-d8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_0822b1-d8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_0822b1-d8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_0822b1-d8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_0822b1-d8{position:relative;}@media all and (max-width: 1024px){.kadence-column93_0822b1-d8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_0822b1-d8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_0822b1-d8\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_f0623e-28 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container93_f0623e-28 .kb-progress-bar-93_f0623e-28{-webkit-mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);-webkit-mask-size:contain;mask-size:contain;-webkit-mask-repeat:no-repeat,no-repeat,no-repeat,no-repeat;mask-repeat:no-repeat,no-repeat,no-repeat,no-repeat;-webkit-mask-position:0%,33.333333333333%,66.666666666667%,100%;mask-position:0%,33.333333333333%,66.666666666667%,100%;aspect-ratio:4\/1;height:23px;width:92px;max-width:100%;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_f0623e-28 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-93_f0623e-28\" aria-label=\"4 de 5 estrellas\" role=\"note\"><\/div><\/div>\n\n\n<p><br>Invisibilidad<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_95eb8d-ce > .kt-inside-inner-col,.kadence-column93_95eb8d-ce > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_95eb8d-ce > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_95eb8d-ce > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_95eb8d-ce > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_95eb8d-ce > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_95eb8d-ce{position:relative;}@media all and (max-width: 1024px){.kadence-column93_95eb8d-ce > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_95eb8d-ce > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_95eb8d-ce\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_cee1b8-53 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container93_cee1b8-53 .kb-progress-bar-93_cee1b8-53{-webkit-mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);-webkit-mask-size:contain;mask-size:contain;-webkit-mask-repeat:no-repeat,no-repeat,no-repeat;mask-repeat:no-repeat,no-repeat,no-repeat;-webkit-mask-position:0%,50%,100%;mask-position:0%,50%,100%;aspect-ratio:3\/1;height:23px;width:69px;max-width:100%;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_cee1b8-53 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-93_cee1b8-53\" aria-label=\"4 de 5 estrellas\" role=\"note\"><\/div><\/div>\n\n\n<p><br>Automatizaci\u00f3n<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column93_c7d33c-01 > .kt-inside-inner-col,.kadence-column93_c7d33c-01 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column93_c7d33c-01 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column93_c7d33c-01 > .kt-inside-inner-col{flex-direction:column;}.kadence-column93_c7d33c-01 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column93_c7d33c-01 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column93_c7d33c-01{position:relative;}@media all and (max-width: 1024px){.kadence-column93_c7d33c-01 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column93_c7d33c-01 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column93_c7d33c-01\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container93_85c78a-af .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container93_85c78a-af .kb-progress-bar-93_85c78a-af{-webkit-mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);mask-image:url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg),url(https:\/\/erkansaka.com\/wp-content\/plugins\/kadence-blocks\/includes\/assets\/images\/masks\/star.svg);-webkit-mask-size:contain;mask-size:contain;-webkit-mask-repeat:no-repeat,no-repeat;mask-repeat:no-repeat,no-repeat;-webkit-mask-position:0%,100%;mask-position:0%,100%;aspect-ratio:2\/1;height:23px;width:46px;max-width:100%;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container93_85c78a-af kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-93_85c78a-af\" aria-label=\"4 de 5 estrellas\" role=\"note\"><\/div><\/div>\n\n\n<p><br>Escala<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>La discriminaci\u00f3n ya no es una opci\u00f3n abiertamente debatida, sino una consecuencia autom\u00e1tica e incuestionable. Es permanente en la medida en que es invisible. <\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El contenido compartido aqu\u00ed es una versi\u00f3n resumida del art\u00edculo para ver el art\u00edculo completo: visita la direcci\u00f3n del art\u00edculo A medida que los sistemas digitales impregnan todos los aspectos de nuestras vidas, crece silenciosamente un problema invisible: la discriminaci\u00f3n algor\u00edtmica de g\u00e9nero. El resumen de este art\u00edculo analiza c\u00f3mo se reproduce la desigualdad de&#8230;<\/p>\n","protected":false},"author":1,"featured_media":94,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[19],"tags":[],"class_list":["post-93","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"taxonomy_info":{"category":[{"value":19,"label":"Sin categor\u00eda"}]},"featured_image_src_large":["https:\/\/erkansaka.com\/wp-content\/uploads\/2025\/12\/Algoritmik-Cinsiyet-Ayrimciligi-1024x576.webp",1024,576,true],"author_info":{"display_name":"Prof. Dr. Erkan Saka","author_link":"https:\/\/erkansaka.com\/es\/author\/erkan-saka\/"},"comment_info":0,"category_info":[{"term_id":19,"name":"Sin categor\u00eda","slug":"sin-categoria","term_group":0,"term_taxonomy_id":19,"taxonomy":"category","description":"","parent":0,"count":3,"filter":"raw","cat_ID":19,"category_count":3,"category_description":"","cat_name":"Sin categor\u00eda","category_nicename":"sin-categoria","category_parent":0}],"tag_info":false,"_links":{"self":[{"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/posts\/93","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/comments?post=93"}],"version-history":[{"count":2,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/posts\/93\/revisions"}],"predecessor-version":[{"id":206,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/posts\/93\/revisions\/206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/media\/94"}],"wp:attachment":[{"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/media?parent=93"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/categories?post=93"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erkansaka.com\/es\/wp-json\/wp\/v2\/tags?post=93"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}