{"id":68,"date":"2025-12-17T16:34:16","date_gmt":"2025-12-17T13:34:16","guid":{"rendered":"https:\/\/erkansaka.com\/why-algorithmic-gender-discrimination-is-the-most-invisible-problem-of-the-digital-age\/"},"modified":"2026-01-07T11:43:30","modified_gmt":"2026-01-07T08:43:30","slug":"why-algorithmic-gender-discrimination-is-the-most-invisible-problem-of-the-digital-age","status":"publish","type":"post","link":"https:\/\/erkansaka.com\/en\/why-algorithmic-gender-discrimination-is-the-most-invisible-problem-of-the-digital-age\/","title":{"rendered":"Why Algorithmic Gender Discrimination is the Most Invisible Problem of the Digital Age"},"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<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>The content shared here is a summarized version of the article; for the <a href=\"https:\/\/www.researchgate.net\/publication\/338913711_Big_data_and_gender-biased_algorithms\" target=\"_blank\" rel=\"noopener\">full article<\/a>, please visit the article&#8217;s address.<\/em><\/p>\n<\/blockquote>\n\n<p>As digital systems permeate every aspect of our lives, an invisible problem is quietly growing: algorithmic gender discrimination. This brief examines how gender inequality is reproduced in the age of artificial intelligence and big data, and why it is so dangerous. <\/p>\n\n<h2 class=\"wp-block-heading\">Algorithms: Neutral Tools or Social Mirrors?<\/h2>\n\n<p>Algorithms permeate almost every aspect of our lives today. Search engines, social media feeds, automated translation tools and AI-driven recruitment systems determine what information we encounter and what decisions are considered &#8220;reasonable&#8221;. We often perceive these systems as neutral, mathematical and objective.  <\/p>\n\n<p>But this is precisely where algorithmic gender discrimination emerges. Because algorithms are not thinking beings in their own right; they are systems fed by socially generated data. If this data comes from an unequal world, algorithms reflect this inequality.  <\/p>\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Algorithms do not measure reality; they replicate what was visible in the past.<\/p>\n<\/blockquote>\n\n<h2 class=\"wp-block-heading\">Big Data and Gender Bias: Does Plurality Mean Fairness?<\/h2>\n<style>.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_f744d1-07 > .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-id38_f744d1-07 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id38_f744d1-07 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_f744d1-07 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_f744d1-07 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-column38_4f959d-61 > .kt-inside-inner-col,.kadence-column38_4f959d-61 > .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-column38_4f959d-61 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_4f959d-61 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_4f959d-61 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_4f959d-61 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_4f959d-61{position:relative;}@media all and (max-width: 1024px){.kadence-column38_4f959d-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_4f959d-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_4f959d-61\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_80d26d-13 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_80d26d-13 .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-box38_80d26d-13 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_80d26d-13 .kt-info-svg-icon-flip, .kt-info-box38_80d26d-13 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_80d26d-13 .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-box38_80d26d-13 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_80d26d-13 .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-box38_80d26d-13\"><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\">Data Amount Fallacy<\/h4><p class=\"kt-blocks-info-box-text\">Using millions of data points gives the impression that more accurate and fair results will be produced. However, the problem is not in the amount of data, but in the way it is represented. <\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_08b771-2c > .kt-inside-inner-col,.kadence-column38_08b771-2c > .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-column38_08b771-2c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_08b771-2c > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_08b771-2c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_08b771-2c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_08b771-2c{position:relative;}@media all and (max-width: 1024px){.kadence-column38_08b771-2c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_08b771-2c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_08b771-2c\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_649d3f-a3 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_649d3f-a3 .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-box38_649d3f-a3 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_649d3f-a3 .kt-info-svg-icon-flip, .kt-info-box38_649d3f-a3 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_649d3f-a3 .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-box38_649d3f-a3 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_649d3f-a3 .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-box38_649d3f-a3\"><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\">Automatizing Prejudice<\/h3><p class=\"kt-blocks-info-box-text\">Big data and gender bias are intertwined. As the numbers increase, the bias becomes automated. The algorithm reproduces unequal representation in society.  <\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_e0f531-23 > .kt-inside-inner-col,.kadence-column38_e0f531-23 > .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-column38_e0f531-23 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_e0f531-23 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_e0f531-23 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_e0f531-23 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_e0f531-23{position:relative;}@media all and (max-width: 1024px){.kadence-column38_e0f531-23 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_e0f531-23 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_e0f531-23\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_a36908-80 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_a36908-80 .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-box38_a36908-80 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_a36908-80 .kt-info-svg-icon-flip, .kt-info-box38_a36908-80 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_a36908-80 .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-box38_a36908-80 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_a36908-80 .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-box38_a36908-80\"><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\">History Patterns<\/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<h2 class=\"wp-block-heading\">Recruiting with Artificial Intelligence: Automating Discrimination<\/h2>\n\n<p>One of the most striking examples of algorithmic gender discrimination is artificial intelligence-powered recruitment systems. These systems filter new candidates by analyzing employee profiles that have been considered &#8220;successful&#8221; in the past. At first glance, this approach may seem efficient and objective.  <\/p>\n<style>.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_eb4cbe-d6 > .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-id38_eb4cbe-d6 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id38_eb4cbe-d6 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_eb4cbe-d6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_eb4cbe-d6 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-column38_f9e898-c6 > .kt-inside-inner-col,.kadence-column38_f9e898-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-column38_f9e898-c6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_f9e898-c6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_f9e898-c6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_f9e898-c6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_f9e898-c6{position:relative;}@media all and (max-width: 1024px){.kadence-column38_f9e898-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_f9e898-c6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_f9e898-c6\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_535e58-56 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_535e58-56 .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-box38_535e58-56 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_535e58-56 .kt-info-svg-icon-flip, .kt-info-box38_535e58-56 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_535e58-56 .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-box38_535e58-56 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_535e58-56 .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-box38_535e58-56\"><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\">Historical Data<\/h3><p class=\"kt-blocks-info-box-text\">The definition of success is largely based on male employees<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_42012b-71 > .kt-inside-inner-col,.kadence-column38_42012b-71 > .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-column38_42012b-71 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_42012b-71 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_42012b-71 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_42012b-71 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_42012b-71{position:relative;}@media all and (max-width: 1024px){.kadence-column38_42012b-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_42012b-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_42012b-71\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_d94b7a-71 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_d94b7a-71 .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-box38_d94b7a-71 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_d94b7a-71 .kt-info-svg-icon-flip, .kt-info-box38_d94b7a-71 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_d94b7a-71 .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-box38_d94b7a-71 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_d94b7a-71 .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-box38_d94b7a-71\"><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\">Algorithm Norm<\/h3><p class=\"kt-blocks-info-box-text\">The system makes this profile the norm<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col,.kadence-column38_c9ba9b-e6 > .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-column38_c9ba9b-e6 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_c9ba9b-e6{position:relative;}@media all and (max-width: 1024px){.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_c9ba9b-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_c9ba9b-e6\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_7c6a9a-a6 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_7c6a9a-a6 .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-box38_7c6a9a-a6 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_7c6a9a-a6 .kt-info-svg-icon-flip, .kt-info-box38_7c6a9a-a6 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_7c6a9a-a6 .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-box38_7c6a9a-a6 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_7c6a9a-a6 .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-box38_7c6a9a-a6\"><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\">Systematic Screening<\/h3><p class=\"kt-blocks-info-box-text\">Female candidates are automatically eliminated<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n<p>This example clearly shows why algorithmic gender discrimination is dangerous. Because discrimination no longer results from individual prejudices, but from automated decision-making mechanisms. Moreover, this process often goes unnoticed.  <\/p>\n\n<h2 class=\"wp-block-heading\">The Invisible Threshold in Face Recognition Systems<\/h2>\n<style>.kb-row-layout-id38_49e508-bf > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_49e508-bf > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_49e508-bf > .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-id38_49e508-bf > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_49e508-bf > .kt-row-column-wrap{grid-template-columns:minmax(0, 2fr) minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id38_49e508-bf > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_49e508-bf 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-column38_e70a17-ce > .kt-inside-inner-col,.kadence-column38_e70a17-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-column38_e70a17-ce > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_e70a17-ce > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_e70a17-ce > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_e70a17-ce > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_e70a17-ce{position:relative;}@media all and (max-width: 1024px){.kadence-column38_e70a17-ce > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_e70a17-ce > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_e70a17-ce\"><div class=\"kt-inside-inner-col\">\n<p>Algorithms reproduce gender bias not only in recruitment or search engines, but also in biometric systems. Studies of facial recognition software show that error rates vary significantly by gender and skin color. <\/p>\n\n\n\n<p>Dark-skinned women in particular are subject to the highest error rates in these systems. This reveals that the algorithms&#8217; assumption of the &#8220;average user&#8221; is actually based on the white male body. <\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_3791c9-1d > .kt-inside-inner-col,.kadence-column38_3791c9-1d > .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-column38_3791c9-1d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_3791c9-1d > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_3791c9-1d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_3791c9-1d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_3791c9-1d{position:relative;}@media all and (max-width: 1024px){.kadence-column38_3791c9-1d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_3791c9-1d > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_3791c9-1d\"><div class=\"kt-inside-inner-col\"><style>.kb-image38_cda349-05 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image38_cda349-05 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><style>.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_b476b9-dd > .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-id38_b476b9-dd > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id38_b476b9-dd > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_b476b9-dd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_b476b9-dd 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-column38_bbb121-07 > .kt-inside-inner-col,.kadence-column38_bbb121-07 > .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-column38_bbb121-07 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_bbb121-07 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_bbb121-07 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_bbb121-07 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_bbb121-07{position:relative;}@media all and (max-width: 1024px){.kadence-column38_bbb121-07 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_bbb121-07 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_bbb121-07\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_402f5a-07 .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container38_402f5a-07 kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label38_402f5a-07\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Progressbar Label\">Dark Skinned Women<\/span><span id=\"current-progress-above38_402f5a-07\" class=\"kb-current-progress-above kt-progress-percent\">34%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-38_402f5a-07\" aria-label=\"Koyu Tenli Kad\u0131nlar \" role=\"note\"><\/div><\/div>\n\n\n<p>Highest error rate<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_303418-c2 > .kt-inside-inner-col,.kadence-column38_303418-c2 > .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-column38_303418-c2 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_303418-c2 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_303418-c2 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_303418-c2 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_303418-c2{position:relative;}@media all and (max-width: 1024px){.kadence-column38_303418-c2 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_303418-c2 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_303418-c2\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_09fd41-48 .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container38_09fd41-48 kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label38_09fd41-48\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Progressbar Label\">Light Skinned Men<\/span><span id=\"current-progress-above38_09fd41-48\" class=\"kb-current-progress-above kt-progress-percent\">12%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-38_09fd41-48\" aria-label=\"Koyu Tenli Kad\u0131nlar \" role=\"note\"><\/div><\/div>\n\n\n<p>Lowest error rate<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_ba7122-75 > .kt-inside-inner-col,.kadence-column38_ba7122-75 > .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-column38_ba7122-75 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_ba7122-75 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_ba7122-75 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_ba7122-75 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_ba7122-75{position:relative;}@media all and (max-width: 1024px){.kadence-column38_ba7122-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_ba7122-75 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_ba7122-75\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_5fdb9d-e2 .kb-progress-label-wrap{justify-content:space-between;}<\/style><div class=\"kb-progress-bar-container kb-progress-bar-container38_5fdb9d-e2 kb-progress-bar-init kb-progress-bar-type-line \"><div class=\"kb-progress-label-wrap\"><span id=\"kt-progress-label38_5fdb9d-e2\" role=\"textbox\" class=\"kt-progress-label\" contenteditable=\"false\" aria-label=\"Progressbar Label\">Dark Skinned Men<\/span><span id=\"current-progress-above38_5fdb9d-e2\" class=\"kb-current-progress-above kt-progress-percent\">21%<\/span><\/div><div class=\"kb-progress-bar kb-progress-bar-38_5fdb9d-e2\"><\/div><\/div>\n\n\n<p>Medium-high error rate<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n<p><\/p>\n\n<h2 class=\"wp-block-heading\">The Blind Spot of Data Sets: &#8220;Bride Problem&#8221;<\/h2>\n\n<p>One of the most instructive examples of big data and gender bias is the representation of &#8220;brides&#8221; in image datasets. Most of the images categorized under the label &#8220;Bride&#8221; feature Western women in white dresses. However, the wedding dress culture in different parts of the world is extremely diverse.  <\/p>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Perspective Type<\/th><th>Algorithmic Labeling Format<\/th><th>Description<\/th><\/tr><\/thead><tbody><tr><td><strong>Western Representation<\/strong><\/td><td>Women in white dresses are labeled as &#8220;brides&#8221;<\/td><td>Image datasets take the Western-centered understanding of wedding dresses as the default norm.<\/td><\/tr><tr><td><strong>Cultural Diversity<\/strong><\/td><td>In North India, a woman wearing traditional dress is classified as &#8220;performance art&#8221;<\/td><td>Non-Western wedding dress practices are labeled and invisibilized with out-of-context categories.<\/td><\/tr><tr><td><strong>Narrow View<\/strong><\/td><td>The limited perspective of the dataset is presented as the global norm<\/td><td>The algorithm does not make mistakes; it replicates a limited and culturally narrow data set as universal reality.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p>This example shows that algorithmic gender discrimination is not only related to gender, but also to culture and geography.<\/p>\n\n<h2 class=\"wp-block-heading\">The Algorithmic Side of Language: &#8220;He Said&#8221; Assumption<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>Genderless Language: Languages like Turkish, Finnish<\/li>\n\n\n\n<li>Automatic Translation: Algorithm activated<\/li>\n\n\n\n<li>Default Selection: &#8220;He said&#8221; is used<\/li>\n\n\n\n<li>Linguistic Inequality: Algorithmic becomes the norm<\/li>\n<\/ul>\n\n<p>Algorithmic gender discrimination manifests itself not only in visuals or recruitment, but also in language technologies. A typical example is the use of &#8220;he said&#8221; by default in automatic translation systems when translating from genderless languages into English. <\/p>\n\n<p>This preference is not due to a grammatical imperative, but to the statistical weight of the phrases used more frequently on the internet. Linguistic inequality thus becomes an algorithmic norm and is reproduced unnoticed. <\/p>\n\n<h2 class=\"wp-block-heading\">Platform Design and Digital Culture<\/h2>\n<style>.kb-row-layout-id38_d38d2c-eb > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_d38d2c-eb > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_d38d2c-eb > .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-id38_d38d2c-eb > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_d38d2c-eb > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr) minmax(0, 2fr);}}@media all and (max-width: 767px){.kb-row-layout-id38_d38d2c-eb > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_d38d2c-eb 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-column38_a0b165-10 > .kt-inside-inner-col,.kadence-column38_a0b165-10 > .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-column38_a0b165-10 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_a0b165-10 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_a0b165-10 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_a0b165-10 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_a0b165-10{position:relative;}@media all and (max-width: 1024px){.kadence-column38_a0b165-10 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_a0b165-10 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_a0b165-10\"><div class=\"kt-inside-inner-col\"><style>.kb-image38_207993-b8 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image38_207993-b8 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-column38_37c446-b1 > .kt-inside-inner-col,.kadence-column38_37c446-b1 > .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-column38_37c446-b1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_37c446-b1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_37c446-b1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_37c446-b1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_37c446-b1{position:relative;}@media all and (max-width: 1024px){.kadence-column38_37c446-b1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_37c446-b1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_37c446-b1\"><div class=\"kt-inside-inner-col\">\n<p>Algorithms don&#8217;t just select content; they shape digital culture. Design decisions made on social media and forum platforms determine what content is featured and what behaviors are encouraged. <\/p>\n\n\n\n<p>Some platforms have created environments conducive to the spread of misogynic discourse due to a lack of algorithmic prioritization and moderation. This shows that algorithmic gender discrimination is not only a technical but also a cultural issue. <\/p>\n<\/div><\/div>\n\n<\/div><\/div><style>.kb-row-layout-id38_633158-14 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_633158-14 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_633158-14 > .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-id38_633158-14 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_633158-14 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id38_633158-14 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_633158-14 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id38_633158-14 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id38_633158-14 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_633158-14 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_633158-14 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-column38_659d54-7c > .kt-inside-inner-col,.kadence-column38_659d54-7c > .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-column38_659d54-7c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_659d54-7c > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_659d54-7c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_659d54-7c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_659d54-7c{position:relative;}@media all and (max-width: 1024px){.kadence-column38_659d54-7c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_659d54-7c > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_659d54-7c\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_3f6b18-52 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_3f6b18-52 .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-box38_3f6b18-52 .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_3f6b18-52 .kt-info-svg-icon-flip, .kt-info-box38_3f6b18-52 .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_3f6b18-52 .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-box38_3f6b18-52 .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_3f6b18-52 .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-box38_3f6b18-52\"><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\">Prioritization<\/h3><p class=\"kt-blocks-info-box-text\">Which content will be visible?<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_afa555-e3 > .kt-inside-inner-col,.kadence-column38_afa555-e3 > .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-column38_afa555-e3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_afa555-e3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_afa555-e3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_afa555-e3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_afa555-e3{position:relative;}@media all and (max-width: 1024px){.kadence-column38_afa555-e3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_afa555-e3 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_afa555-e3\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_ed13fa-7c .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_ed13fa-7c .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-box38_ed13fa-7c .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_ed13fa-7c .kt-info-svg-icon-flip, .kt-info-box38_ed13fa-7c .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_ed13fa-7c .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-box38_ed13fa-7c .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_ed13fa-7c .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-box38_ed13fa-7c\"><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\">Moderation<\/h3><p class=\"kt-blocks-info-box-text\">Which behaviors will be prevented?<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column38_31ba47-19 > .kt-inside-inner-col,.kadence-column38_31ba47-19 > .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-column38_31ba47-19 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_31ba47-19 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_31ba47-19 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_31ba47-19 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_31ba47-19{position:relative;}@media all and (max-width: 1024px){.kadence-column38_31ba47-19 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_31ba47-19 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_31ba47-19\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box38_5f2a6f-0a .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box38_5f2a6f-0a .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-box38_5f2a6f-0a .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box38_5f2a6f-0a .kt-info-svg-icon-flip, .kt-info-box38_5f2a6f-0a .kt-blocks-info-box-number{font-size:50px;}.kt-info-box38_5f2a6f-0a .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-box38_5f2a6f-0a .kt-blocks-info-box-media-container{margin-top:0px;margin-right:15px;margin-bottom:0px;margin-left:15px;}.kt-info-box38_5f2a6f-0a .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-box38_5f2a6f-0a\"><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\">Digital Culture<\/h3><p class=\"kt-blocks-info-box-text\">Platforms shape social norms<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n<h2 class=\"wp-block-heading\">Why Are Algorithms So Powerful?<\/h2>\n\n<p>Today, algorithms have started to replace expert opinions and institutional decisions. Algorithms largely determine which information is credible, which candidates are deemed eligible or which content is visible. <\/p>\n<style>.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id38_96b99a-5b > .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-id38_96b99a-5b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap{grid-template-columns:repeat(4, minmax(0, 1fr));}.kb-row-layout-id38_96b99a-5b > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap{grid-template-columns:repeat(4, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id38_96b99a-5b > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id38_96b99a-5b 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-column38_0e2d19-55 > .kt-inside-inner-col,.kadence-column38_0e2d19-55 > .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-column38_0e2d19-55 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_0e2d19-55 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_0e2d19-55 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_0e2d19-55 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_0e2d19-55{position:relative;}@media all and (max-width: 1024px){.kadence-column38_0e2d19-55 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_0e2d19-55 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_0e2d19-55\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_4bbe8b-37 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container38_4bbe8b-37 .kb-progress-bar-38_4bbe8b-37{-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-container38_4bbe8b-37 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-38_4bbe8b-37\" aria-label=\"4 out of 5 Stars\" role=\"note\"><\/div><\/div>\n\n\n<p><br\/>Authority<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_22d6d5-d0 > .kt-inside-inner-col,.kadence-column38_22d6d5-d0 > .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-column38_22d6d5-d0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_22d6d5-d0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_22d6d5-d0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_22d6d5-d0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_22d6d5-d0{position:relative;}@media all and (max-width: 1024px){.kadence-column38_22d6d5-d0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_22d6d5-d0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_22d6d5-d0\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_6adb41-03 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container38_6adb41-03 .kb-progress-bar-38_6adb41-03{-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-container38_6adb41-03 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-38_6adb41-03\" aria-label=\"4 out of 5 Stars\" role=\"note\"><\/div><\/div>\n\n\n<p><br\/>Invisibility<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_e57c78-0a > .kt-inside-inner-col,.kadence-column38_e57c78-0a > .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-column38_e57c78-0a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_e57c78-0a > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_e57c78-0a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_e57c78-0a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_e57c78-0a{position:relative;}@media all and (max-width: 1024px){.kadence-column38_e57c78-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_e57c78-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_e57c78-0a\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_41ab44-7f .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container38_41ab44-7f .kb-progress-bar-38_41ab44-7f{-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-container38_41ab44-7f kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-38_41ab44-7f\" aria-label=\"4 out of 5 Stars\" role=\"note\"><\/div><\/div>\n\n\n<p><br\/>Automation<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column38_cf7a5f-18 > .kt-inside-inner-col,.kadence-column38_cf7a5f-18 > .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-column38_cf7a5f-18 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column38_cf7a5f-18 > .kt-inside-inner-col{flex-direction:column;}.kadence-column38_cf7a5f-18 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column38_cf7a5f-18 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column38_cf7a5f-18{position:relative;}@media all and (max-width: 1024px){.kadence-column38_cf7a5f-18 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column38_cf7a5f-18 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column38_cf7a5f-18\"><div class=\"kt-inside-inner-col\"><style>.kb-progress-bar-container38_0ea64b-d7 .kb-progress-label-wrap{justify-content:space-between;}.kb-progress-bar-container38_0ea64b-d7 .kb-progress-bar-38_0ea64b-d7{-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-container38_0ea64b-d7 kb-progress-bar-init kb-progress-bar-type-line-mask \"><div class=\"kb-progress-bar kb-progress-bar-38_0ea64b-d7\" aria-label=\"4 out of 5 Stars\" role=\"note\"><\/div><\/div>\n\n\n<p><br\/>Scale<\/p>\n<\/div><\/div>\n\n<\/div><\/div>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Discrimination is no longer an openly discussed choice, but an automatic and unquestioned consequence. To the extent that it is invisible, it is permanent. <\/p>\n<\/blockquote>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The content shared here is a summarized version of the article; for the full article, please visit the article&#8217;s address. As digital systems permeate every aspect of our lives, an invisible problem is quietly growing: algorithmic gender discrimination. This brief examines how gender inequality is reproduced in the age of artificial intelligence and big data,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":69,"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":[3],"tags":[],"class_list":["post-68","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"taxonomy_info":{"category":[{"value":3,"label":"Uncategorized"}]},"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\/en\/author\/erkan-saka\/"},"comment_info":0,"category_info":[{"term_id":3,"name":"Uncategorized","slug":"uncategorized","term_group":0,"term_taxonomy_id":3,"taxonomy":"category","description":"","parent":0,"count":3,"filter":"raw","cat_ID":3,"category_count":3,"category_description":"","cat_name":"Uncategorized","category_nicename":"uncategorized","category_parent":0}],"tag_info":false,"_links":{"self":[{"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/posts\/68","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/comments?post=68"}],"version-history":[{"count":2,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/posts\/68\/revisions"}],"predecessor-version":[{"id":220,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/posts\/68\/revisions\/220"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/media\/69"}],"wp:attachment":[{"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/media?parent=68"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/categories?post=68"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erkansaka.com\/en\/wp-json\/wp\/v2\/tags?post=68"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}