{"id":170233,"date":"2025-06-24T12:37:37","date_gmt":"2025-06-24T18:37:37","guid":{"rendered":"https:\/\/tecscience.tec.mx\/en\/?p=170233"},"modified":"2025-07-01T16:59:02","modified_gmt":"2025-07-01T22:59:02","slug":"paola-ricaurte","status":"publish","type":"post","link":"https:\/\/tecscience.tec.mx\/en\/human-social\/paola-ricaurte\/","title":{"rendered":"\u201cWhat\u2019s Reflected Online Is Not a Mirror of Who We Are in the World\u201d: Paola Ricaurte"},"content":{"rendered":"\n<p>Paola Ricaurte has spent her life circling the globe, absorbing customs from one country and another, from <em>here<\/em> and <em>there<\/em>, learning and enriching herself through a blend of cultures. \u201cWhat\u2019s beautiful about having had experiences in so many places is that you start to take something from each one until you become a mix of many things,\u201d she says with a wide smile, after walking through her life story\u2014a journey filled with countries, experiences, her two children, and favorite foods.<\/p>\n\n\n\n<p>Her parents were Ecuadorian, but she was born in Bogot\u00e1, Colombia. Later, she attended high school in Barcelona, and then moved to Russia\u2014a country that left a deep impression on her thanks to \u201cits music, ballet, composers, and literature.\u201d That\u2019s where she studied journalism, though she never worked in that field.<\/p>\n\n\n\n<p>\u201cI\u2019ve always loved math and technology. And early on, I got involved in activist movements that were tied to both.\u201d<\/p>\n\n\n\n<p>Today, Ricaurte is a professor and researcher in the Department of Media and Digital Culture at the <a href=\"\/en\/tag\/school-of-humanities-and-education\/\" target=\"_blank\" rel=\"noreferrer noopener\">School of Humanities and Education<\/a> at Tecnol\u00f3gico de Monterrey. She also coordinates the Feminist AI Research Network (FAIR), which seeks to create and sustain a feminist research agenda designed by and for women.<\/p>\n\n\n\n<p>She has built most of her academic and activist career in Mexico, where she now lives and became a naturalized citizen. \u201cAnd now I can\u2019t live without chile,\u201d she jokes. Throughout the interview, her sense of humor is constant, as are her big smiles\u2014and her fiery passion for human rights in the digital space.<\/p>\n\n\n\n<p>Ricaurte is the author of the <a href=\"https:\/\/manyfesto.ai\/index1.html\" target=\"_blank\" rel=\"noreferrer noopener\">Decolonial AI Manifesto<\/a> and co-founder of <a href=\"https:\/\/www.tierracomun.net\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tierra Com\u00fan<\/a>, an academic initiative for the decolonization of data. She\u2019s widely recognized as one of Latin America\u2019s leading voices pushing back against hegemonic technological systems that entrench global inequalities.<\/p>\n\n\n\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 title=\"Paola Ricaurte y la lucha por una IA justa y sin sesgos\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/m-KvZYhdNag?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<h2 class=\"wp-block-heading\">A Personal Encounter with Algorithmic Bias<\/h2>\n\n\n\n<p><em><strong>How are the <a href=\"\/en\/tech\/biases-menstrual-apps-tech\/\" target=\"_blank\" rel=\"noreferrer noopener\">biases in AI<\/a>\u2014those stereotypes you&#8217;re fighting against\u2014actually built?<\/strong><\/em><\/p>\n\n\n\n<p>The <a href=\"\/en\/tag\/artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI<\/a> we use today\u2014especially the commercial kind\u2014is driven by market logic and profit. It&#8217;s extractivist, patriarchal, racist, and colonial. The vast amount of data it relies on is mostly scraped from the internet, which tends to reflect dominant, hegemonic knowledge systems. So what you find online isn\u2019t really a true mirror of who we are as a global society.<\/p>\n\n\n\n<p>When models are trained on that kind of data, they produce outputs that exclude us\u2014women, our languages, and aspects of life that matter deeply to us. They tend to represent a narrow group of people considered the default: white men with a certain socioeconomic status and education. The results are riddled with all kinds of bias.<\/p>\n\n\n\n<p><em>Experiencing this firsthand was a turning point in Ricaurte\u2019s career. In 2018, while she was at the Berkman Klein Center for Internet &amp; Society at Harvard, she had already developed a critical perspective on the need to decolonize and depatriarchalize tech. But until then, she hadn\u2019t personally felt the real-life consequences of the inequality embedded in those systems.<\/em> <em>That experience pushed her to investigate, alongside others from the Global South, where these systems come from, whose interests they serve, and how they appropriate knowledge. She began to specialize in analyzing how social constructs like racism and sexism are reproduced through technology\u2014and how to resist them through knowledge.<\/em><\/p>\n\n\n\n<p><strong><em>How do these intersecting biases impact real people\u2019s lives?<\/em><\/strong><\/p>\n\n\n\n<p>The consequences can be serious. When AI is used in public services that don\u2019t reflect the realities of anyone outside the white-male-default, it can limit access to healthcare, credit, or education. But in other contexts, the harm runs even deeper.<\/p>\n\n\n\n<p>For example, when police forces use AI tools to predict who might commit a crime, it often ends up criminalizing young people. Or when teen pregnancy prevention systems are used to police women\u2019s bodies. Sadly, cases like these have already occurred in countries like Argentina and Brazil.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><picture>\r\n                <source srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320-1024x683.webp\" type=\"image\/webp\">\r\n                <img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320-1024x683.jpg\" alt=\"Paola Ricaurte\" class=\"wp-image-170236\" srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320-1024x683.jpg 1024w, https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320-300x200.jpg 300w, https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320-768x512.jpg 768w, https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07320.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\r\n            <\/picture><figcaption class=\"wp-element-caption\">Author of the Decolonial Artificial Intelligence Manifesto and co-founder of Tierra Com\u00fan, Ricaurte is one of Latin America\u2019s most prominent activists pushing back against technological systems that reinforce injustice in the world. (Photo: Valeria Quintero \/ TecScience)<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Of Love, Borders, and the Struggle for Just AI<\/h2>\n\n\n\n<p><em><strong>After bouncing from country to country, how did you end up in Mexico?<\/strong><\/em><\/p>\n\n\n\n<p>Like a lot of people\u2014because of love. I met a Mexican in Russia, and that\u2019s what brought me here. I found a job at Tec, and then I stayed. I married a Cuban, but my two children were born in the US. So between the four of us, we have I-don\u2019t-know-how-many passports and nationalities. We\u2019re a multicultural family. My kids, for example, even though they grew up in Mexico, are familiar with Ecuadorian and Cuban terms and navigate different cultures pretty easily.<\/p>\n\n\n\n<p>Diversity is one of our greatest strengths as human beings\u2014the many ways of being, of thinking, of existing in the world, the variety of languages\u2026<\/p>\n\n\n\n<p><strong><em>How do we push back against the biases built into hegemonic AI\u2014biases so out of step with the multicultural identity you\u2019re proud of?<\/em><\/strong><\/p>\n\n\n\n<p>The problem is that AI bias stems from multiple layers: from the data itself, from the models, from how they\u2019re deployed. That makes it incredibly hard to trace and fix. That\u2019s why we, as a society, must demand transparency\u2014especially when these systems are used by governments. We need technological governance. Continuous monitoring and evaluation of tech systems is essential when they impact our lives directly.<\/p>\n\n\n\n<p><em>As Ricaurte sees it, technologies can reproduce systemic inequalities\u2014not just within countries but also between them: \u201cbetween the nations building AI and those that aren\u2019t.\u201d When she joined GPAI in 2020, Mexico was the only Global South country at the table. Later, Brazil and Argentina joined.<\/em><\/p>\n\n\n\n<p><em>\u201cWhen you realize how underrepresented we are in these international conversations, it becomes clear why the agenda is always shaped by the interests of the countries that are building and controlling the technologies. And, generally speaking, it\u2019s the United States calling the shots.\u201d<\/em><\/p>\n\n\n\n<p><strong><em>The US is the dominant force in tech\u2014but what about other regions? Where does Latin America stand in the geopolitics of AI?<\/em><\/strong><\/p>\n\n\n\n<p>Latin American AI policies vary widely by country, but they lack a shared, regional, sovereign vision.<\/p>\n\n\n\n<p>Having more control over our data and tech could help fuel regional development. These are not issues a single country can fix alone. And we also need to consider that the region\u2019s survival is deeply tied to the exploitation of natural resources linked to tech development. One of my existential worries is that we\u2019re not having serious conversations about this\u2014about lithium, about water, and the sustainability of life in the near future.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><picture>\r\n                <source srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/2-8.webp\" type=\"image\/webp\">\r\n                <img decoding=\"async\" width=\"750\" height=\"500\" src=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/2-8.jpg\" alt=\"\" class=\"wp-image-170237\" srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/2-8.jpg 750w, https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/2-8-300x200.jpg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\r\n            <\/picture><figcaption class=\"wp-element-caption\">Ricaurte is a Faculty Associate at Harvard University\u2019s Berkman Klein Center for Internet &amp; Society, and a member of Mexico\u2019s expert committee within the OECD\u2019s Global Partnership on Artificial Intelligence.<br>(Photo: Courtesy)<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">A Latin American Vision for Fair AI<\/h2>\n\n\n\n<p><em>Ever since she was a teenager, Paola has carried a rebellious streak. \u201cI was involved in collectives defending digital rights, privacy, and fighting state surveillance. I came from the free software movement, the open culture movement, the open knowledge movement. And then the feminist wave hit me too,\u201d she says, pointing to her laptop covered in stickers: clenched fists, \u201cWomen\u2019s Rights are Human Rights\u201d, \u201cHack Your Struggle\u201d, \u201cDatagender\u201d, \u201cThere\u2019s No Tech Without People\u201d&#8230;<\/em><\/p>\n\n\n\n<p><strong><em>Are there real alternatives to AI systems that just replicate the world\u2019s inequalities?<\/em><\/strong><\/p>\n\n\n\n<p>I have a lot of hope in Latin America. There are grassroots groups and initiatives here that are not just theorizing but actually building technologies that aren\u2019t rooted in colonial, patriarchal, or capitalist logics. These are technologies designed to solve real problems for real people in our region.<\/p>\n\n\n\n<p>One project in Mexico worked with the Yaqui tribe to develop a tool that helps monitor their territory\u2014especially water resources\u2014so they can make better decisions around community water governance. Their water situation is critical.<\/p>\n\n\n\n<p>These are technologies built for us, in our languages, addressing our needs.<\/p>\n\n\n\n<p><em>Paola Ricaurte speaks Spanish and English, and she also understands Portuguese, Italian, and French\u2014skills that have helped her explore the world. Her personality radiates optimism, and talking with her leaves you with a renewed sense of hope in the world, in humanity.<\/em><\/p>\n\n\n\n<p><em>One of her favorite parts of traveling, she says, is trying traditional breakfasts. \u201cI wake up super early, so breakfast is my favorite meal. I love Mexican chilaquiles, I\u2019m obsessed with arepas and Colombian soups, I love that in Brazil they give you a ton of cheese bread, and in Costa Rica, beans with rice, plantains, eggs, and cheese,\u201d she says, laughing nonstop.<\/em><\/p>\n\n\n\n<div class=\"wp-block-slider-block-slider-block\"><div class=\"eb-parent-wrapper eb-parent-eb-slider-ug652 \"><div class=\"eb-slider-wrapper eb-slider-ug652\" data-settings=\"{&quot;arrows&quot;:true,&quot;adaptiveHeight&quot;:false,&quot;autoplay&quot;:true,&quot;autoplaySpeed&quot;:3000,&quot;dots&quot;:true,&quot;fade&quot;:false,&quot;infinite&quot;:true,&quot;pauseOnHover&quot;:true,&quot;slidesToShow&quot;:1,&quot;speed&quot;:500,&quot;vertical&quot;:false,&quot;currentSlide&quot;:0,&quot;rtl&quot;:false,&quot;responsive&quot;:[{&quot;breakpoint&quot;:1025,&quot;settings&quot;:{&quot;slidesToShow&quot;:1}},{&quot;breakpoint&quot;:767,&quot;settings&quot;:{&quot;slidesToShow&quot;:1}}]}\" data-images=\"[{&quot;url&quot;:&quot;https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/4-3.jpg&quot;,&quot;alt&quot;:&quot;&quot;,&quot;id&quot;:0,&quot;imageId&quot;:170239,&quot;caption&quot;:&quot;&quot;,&quot;title&quot;:&quot;Slider 1&quot;,&quot;subtitle&quot;:&quot;Essential Blocks Slider Subtitle&quot;,&quot;showButton&quot;:true,&quot;buttonText&quot;:&quot;See More&quot;,&quot;buttonUrl&quot;:&quot;&quot;,&quot;openNewTab&quot;:false,&quot;isValidUrl&quot;:true,&quot;showSecondButton&quot;:false,&quot;secondButtonText&quot;:&quot;See More&quot;,&quot;secondButtonUrl&quot;:&quot;&quot;,&quot;secondButtonOpenNewTab&quot;:false},{&quot;url&quot;:&quot;https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/5-2.jpg&quot;,&quot;alt&quot;:&quot;&quot;,&quot;id&quot;:1,&quot;imageId&quot;:170240,&quot;caption&quot;:&quot;&quot;,&quot;title&quot;:&quot;Slider 2&quot;,&quot;subtitle&quot;:&quot;Essential Blocks Slider Subtitle&quot;,&quot;showButton&quot;:true,&quot;buttonText&quot;:&quot;See More&quot;,&quot;buttonUrl&quot;:&quot;&quot;,&quot;openNewTab&quot;:false,&quot;isValidUrl&quot;:true,&quot;showSecondButton&quot;:false,&quot;secondButtonText&quot;:&quot;See More&quot;,&quot;secondButtonUrl&quot;:&quot;&quot;,&quot;secondButtonOpenNewTab&quot;:false},{&quot;url&quot;:&quot;https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/6-1.jpg&quot;,&quot;alt&quot;:&quot;&quot;,&quot;id&quot;:2,&quot;imageId&quot;:170238,&quot;caption&quot;:&quot;&quot;,&quot;title&quot;:&quot;Slider 3&quot;,&quot;subtitle&quot;:&quot;Essential Blocks Slider Subtitle&quot;,&quot;showButton&quot;:true,&quot;buttonText&quot;:&quot;See More&quot;,&quot;buttonUrl&quot;:&quot;&quot;,&quot;openNewTab&quot;:false,&quot;isValidUrl&quot;:true,&quot;showSecondButton&quot;:false,&quot;secondButtonText&quot;:&quot;See More&quot;,&quot;secondButtonUrl&quot;:&quot;&quot;,&quot;secondButtonOpenNewTab&quot;:false}]\" data-slidercontenttype=\"content-4\" data-slidertype=\"image\" data-textalign=\"left\" data-arrownexticon=\"fas fa-arrow-alt-circle-right\" data-arrowprevicon=\"fas fa-arrow-alt-circle-left\"><div class=\"image\"><div class=\"eb-slider-item content-4\"><picture>\r\n                <source srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/4-3.webp\" type=\"image\/webp\">\r\n                <img decoding=\"async\" class=\"eb-slider-image\" src=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/4-3.jpg\" \/>\r\n            <\/picture><\/div><div class=\"eb-slider-item content-4\"><picture>\r\n                <source srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/5-2.webp\" type=\"image\/webp\">\r\n                <img decoding=\"async\" class=\"eb-slider-image\" src=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/5-2.jpg\" \/>\r\n            <\/picture><\/div><div class=\"eb-slider-item content-4\"><picture>\r\n                <source srcset=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/6-1.webp\" type=\"image\/webp\">\r\n                <img decoding=\"async\" class=\"eb-slider-image\" src=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/6-1.jpg\" \/>\r\n            <\/picture><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p class=\"has-text-align-center caption\">Paola Ricaurte speaks Spanish and English, and also understands Portuguese, Italian, and French\u2014skills that have allowed her to explore the world. One of her favorite parts of traveling is trying traditional breakfasts. <em>(Photos: Courtesy)<\/em><\/p>\n\n\n\n<p><strong><em>What do you imagine the future of AI looks like?<\/em><\/strong><\/p>\n\n\n\n<p>A future that includes us. But to get there, we have to do the work\u2014think as a society about what kinds of technologies we want and deserve. We also need political will to support tech development that\u2019s better aligned with our contexts, our populations, and our languages.<\/p>\n\n\n\n<p>One of my dreams is to help Indigenous communities develop their own datasets, licenses, and technologies so they can achieve sovereignty, preserve their cultures and languages, and protect their ancestral knowledge.<\/p>\n\n\n\n<p><br><em><strong>Did you find this story interesting? Would you like to publish it? Contact our content editor to learn more at&nbsp;<a href=\"mailto:marianaleonm@tec.mx\">marianaleonm@tec.mx<\/a>&nbsp;<\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A researcher at the School of Humanities and Education, Paola Ricaurte is an expert in decolonizing and depatriarchalizing technologies through knowledge, to help prevent deepening global injustices.<\/p>\n","protected":false},"author":49,"featured_media":170241,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[89],"tags":[356,123,390],"class_list":["post-170233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-human-social","tag-artificial-intelligence","tag-meet-the-scientist","tag-school-of-humanities-and-education"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Paola Ricaurte Talks About the Future of Inclusive AI | TecScience<\/title>\n<meta name=\"description\" content=\"Ricaurte is a professor and researcher in the Department of Media and Digital Culture at the School of Humanities and Education at Tecnol\u00f3gico de Monterrey and she also coordinates the Feminist AI Research Network (FAIR).\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tecscience.tec.mx\/en\/human-social\/paola-ricaurte\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u201cWhat\u2019s Reflected Online Is Not a Mirror of Who We Are in the World\u201d: Paola Ricaurte\" \/>\n<meta property=\"og:description\" content=\"Ricaurte is a professor and researcher in the Department of Media and Digital Culture at the School of Humanities and Education at Tecnol\u00f3gico de Monterrey and she also coordinates the Feminist AI Research Network (FAIR).\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tecscience.tec.mx\/en\/human-social\/paola-ricaurte\/\" \/>\n<meta property=\"og:site_name\" content=\"TecScience\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-24T18:37:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-01T22:59:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2025\/06\/DSC07352.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Andrea J. 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