{"id":43573,"date":"2025-10-05T20:00:00","date_gmt":"2025-10-05T18:00:00","guid":{"rendered":"https:\/\/www.11onze.cat\/?p=43573"},"modified":"2025-09-17T13:11:50","modified_gmt":"2025-09-17T11:11:50","slug":"territori-17-machine-learning-ethics","status":"publish","type":"post","link":"https:\/\/www.11onze.cat\/en\/magazine\/territori-17-machine-learning-ethics\/","title":{"rendered":"Territori 17: Machine learning and ethics"},"content":{"rendered":"<div class=\"component text\">\n  <div class=\"container\">\n\n\n    <div class=\"row\">\n      <div class=\"col  col-lg-8  offset-lg-2\">\n        <h3><b>Machine learning is a branch of artificial intelligence on which applications such as ChatGPT are based. Ariadna Font, a leading international authority in machine learning and ethics, talks to us about the possible applications of these new technologies and the ethical challenges they pose.<\/b><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">The emergence of artificial intelligence through applications such as ChatGPT, developed by OpenAI, is changing our lives and revolutionising many jobs. The evolution of machine learning aims to develop <\/span><b>algorithms and systems that can learn and make predictions from data or from interaction with users<\/b><span style=\"font-weight: 400;\">. &#8220;It allows computer systems to automatically improve their performance in a specific task through experience,&#8221; says Font.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This technology is being used in various fields such as health, security, commerce, robotics, and industry to<\/span><b> automate processes, perform financial operations, detect fraud and diagnose diseases<\/b><span style=\"font-weight: 400;\">. However, their use also raises a number of ethical challenges that need to be considered.<\/span><\/p>\n\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"component gallery\">\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col col-lg-10 offset-lg-1\">\n        <div id=\"slider\" class=\"carousel slide\">\n          <div class=\"carousel-inner\">\n            <div class=\"carousel-item active video-player inline-player\" data-video-id=\"6323226372112\">\n              <img decoding=\"async\" class=\"d-block w-100\" src=\"https:\/\/www.11onze.cat\/wp-content\/uploads\/2023\/03\/VISUALS_PODCAST_RADIO_IMAGE_VIDEO_BLOCK_PSN_PRESS-9.jpg\" alt=\"\">\n              <button type=\"button\" class=\"play\"><\/button>\n              <div class=\"carousel-caption\">\n                <p>La Pla\u00e7a \u2013 Territori 17: machine learning and ethics<\/p>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"component text\">\n  <div class=\"container\">\n\n\n    <div class=\"row\">\n      <div class=\"col  col-lg-8  offset-lg-2\">\n        <h3><b>Unintended consequences<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">If algorithms are trained on data reflecting societal biases and inequalities,<\/span><b> the results can be unfair to specific individuals or groups and lead to discrimination<\/b><span style=\"font-weight: 400;\">. This is of particular concern in contexts such as recruitment, law enforcement and lending, where prejudice can have a significant impact. As Font explains, &#8220;machine learning models can make important decisions that affect our lives, so it is very important to consider what effects these decisions have on us&#8221;.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On the other hand, <\/span><b>machine learning can put people&#8217;s privacy and security at risk<\/b><span style=\"font-weight: 400;\">. For example, the data used to train the algorithms may contain personal and sensitive medical information, and if not properly protected, it can be stolen or misused.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To address these ethical challenges, it is significant for designers and developers of this technology to adopt an ethical perspective and think about the implications for individuals and society at large. Adopting<\/span><b> privacy protection practices, considering fairness and equality in data selection or ensuring transparency<\/b><span style=\"font-weight: 400;\"> will be essential to ensure that the ethical and human side is not lost with the implementation of artificial intelligence.<\/span><\/p>\n<p><b>11Onze is the community fintech of Catalonia. Open an account by downloading the app El Canut for <\/b><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.e11onze.app&amp;utm_source=emailing&amp;utm_campaign=CANUT+launch\"><b>Android<\/b><\/a><b> or <\/b><a href=\"https:\/\/apps.apple.com\/us\/app\/11onze\/id1566129237?utm_campaign=El+Canut\"><b>iOS<\/b><\/a><b> and join the revolution!<\/b><\/p>\n\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"component cards\">\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col col-xl-8 offset-xl-2\">\n        <h1>If you liked this article, we recommend:<\/h1>\n        <div class=\"cards__wrapper\">\n          <div class=\"card\">\n            <a href=\"https:\/\/www.11onze.cat\/magazine\/territori-17-eclosio-chatgpt\/\" class=\"card-link\" target=\"_self\"><\/a>\n            <div class=\"card-img\">\n              <img decoding=\"async\" src=\"https:\/\/www.11onze.cat\/wp-content\/uploads\/2022\/05\/VISUALS_PODCAST_RADIO_THUMBNAIL_PSN_PRESS-01-800x538.jpg\" class=\"card-img-top\" alt=\"\">\n                <span class=\"card-category\">Tecnologia<\/span>\n            <\/div>\n            <div class=\"card-body\">\n              <p class=\"card-title p2\"><strong>The emergence of ChatGPT<\/strong><\/p>\n              <span class=\"card-time\">3 min read<\/span>\n              <p class=\"card-text small\">ChatGPT has entered with a bang to revolutionise the&#8230;<\/p>\n            <\/div>\n          <\/div>\n\n\n          <div class=\"card\">\n            <a href=\"https:\/\/www.11onze.cat\/magazine\/tendencies-tecnologiques-marcaran-2023\/\" class=\"card-link\" target=\"_self\"><\/a>\n            <div class=\"card-img\">\n              <img decoding=\"async\" src=\"https:\/\/www.11onze.cat\/wp-content\/uploads\/2023\/02\/THUMBNAIL_TENDENCIES_TECNOLOGIQUES.jpg\" class=\"card-img-top\" alt=\"\">\n                <span class=\"card-category\">Tecnologia<\/span>\n            <\/div>\n            <div class=\"card-body\">\n              <p class=\"card-title p2\"><strong>Technological trends that will mark 2023<\/strong><\/p>\n              <span class=\"card-time\">4 min read<\/span>\n              <p class=\"card-text small\">Artificial intelligence (AI), the metaverse, the Internet&#8230;<\/p>\n            <\/div>\n          <\/div>\n\n\n          <div class=\"card\">\n            <a href=\"https:\/\/www.11onze.cat\/magazine\/algoritmes-economistes\/\" class=\"card-link\" target=\"_self\"><\/a>\n            <div class=\"card-img\">\n              <img decoding=\"async\" src=\"https:\/\/www.11onze.cat\/wp-content\/uploads\/2021\/12\/THUMBNAIL_ALGORITMES_PREDICCIO_ECONOMICA-800x533.jpg\" class=\"card-img-top\" alt=\"\">\n                <span class=\"card-category\">Economia<\/span>\n            <\/div>\n            <div class=\"card-body\">\n              <p class=\"card-title p2\"><strong>Algorithms now also play at being economists<\/strong><\/p>\n              <span class=\"card-time\">3 min read<\/span>\n              <p class=\"card-text small\">The automation of work is creating an occupational&#8230;<\/p>\n            <\/div>\n          <\/div>\n\n              <\/div>\n              <br>\n              <br>\n              <div class=\"cards__wrapper\">\n\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":71,"featured_media":43566,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"content-type":"","footnotes":""},"categories":[1],"tags":[175],"class_list":["post-43573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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