{"id":302643,"date":"2025-03-18T09:51:00","date_gmt":"2025-03-18T08:51:00","guid":{"rendered":"https:\/\/sherpas.com\/blog\/?p=302643"},"modified":"2025-04-07T08:56:29","modified_gmt":"2025-04-07T06:56:29","slug":"traitement-langage-naturel-ia","status":"publish","type":"post","link":"https:\/\/sherpas.com\/blog\/traitement-langage-naturel-ia\/","title":{"rendered":"Le traitement du langage naturel : comment l\u2019IA comprend et parle notre langue ? \ud83d\udde3\ufe0f"},"content":{"rendered":"\n<p>As-tu d\u00e9j\u00e0 discut\u00e9 avec un assistant vocal comme Siri ou Alexa ? Ou utilis\u00e9 un traducteur automatique sans m\u00eame te poser de questions sur son fonctionnement ? Ce que tu vis au quotidien, c\u2019est la <strong>magie du traitement du langage naturel (NLP, pour <\/strong><strong><em>Natural Language Processing<\/em><\/strong><strong>)<\/strong>. Cette branche de l\u2019intelligence artificielle permet aux machines de comprendre, d\u2019interpr\u00e9ter et m\u00eame de <strong>g\u00e9n\u00e9rer du texte de mani\u00e8re fluide et naturelle<\/strong>.<\/p>\n\n\n\n<p>Mais comment \u00e7a marche ? Et surtout, o\u00f9 retrouve-t-on ces technologies dans la vie quotidienne ? Cet article t\u2019explique tout. \ud83d\ude80<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd0d Qu\u2019est-ce que le traitement du langage naturel ?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Comprendre le NLP en quelques mots \ud83e\udd2f<\/h3>\n\n\n\n<p>Le <strong>traitement du langage naturel<\/strong> est une <strong>technologie d\u2019intelligence artificielle<\/strong> qui permet aux ordinateurs d\u2019interagir avec nous <strong>en langage humain<\/strong>. Fini les lignes de code incompr\u00e9hensibles : aujourd\u2019hui, une simple commande vocale ou une requ\u00eate textuelle bien formul\u00e9e suffit pour obtenir une r\u00e9ponse pertinente d\u2019une IA.<\/p>\n\n\n\n<p>Le NLP repose sur plusieurs techniques avanc\u00e9es comme :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L\u2019analyse syntaxique<\/strong> \ud83c\udfd7\ufe0f : comprendre la structure grammaticale d\u2019une phrase.<\/li>\n\n\n\n<li><strong>L\u2019analyse s\u00e9mantique<\/strong> \ud83d\udd0e : interpr\u00e9ter le sens des mots et des phrases.<\/li>\n\n\n\n<li><strong>Le machine learning<\/strong> ou le <strong><a href=\"https:\/\/sherpas.com\/blog\/deep-learning\/\">deep learning<\/a><\/strong> \ud83e\udde0 : apprendre en observant des milliards d\u2019exemples. <\/li>\n\n\n\n<li><strong>Les r\u00e9seaux de neurones<\/strong> \ud83e\udd16 : simuler des connexions inspir\u00e9es du cerveau humain pour am\u00e9liorer la compr\u00e9hension et la g\u00e9n\u00e9ration de texte.<\/li>\n<\/ul>\n\n\n\n<p>En bref, le NLP, c\u2019est l\u2019intelligence artificielle qui apprend \u00e0 <strong>parler comme toi et moi<\/strong>, en utilisant des bases de donn\u00e9es massives et des algorithmes toujours plus puissants.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pourquoi on en parle autant aujourd\u2019hui ? \ud83c\udf0d<\/h3>\n\n\n\n<p>Le NLP a fait des progr\u00e8s spectaculaires ces derni\u00e8res ann\u00e9es, gr\u00e2ce \u00e0 l\u2019essor des <strong>mod\u00e8les de langage massifs<\/strong>, comme <a href=\"https:\/\/sherpas.com\/blog\/chatgpt\/\"><strong>ChatGPT<\/strong><\/a><strong>, Claude, Gemini<\/strong> ou encore <strong>Llama<\/strong>. Ces intelligences artificielles sont capables de r\u00e9diger des articles, r\u00e9pondre \u00e0 des emails, r\u00e9sumer des documents et m\u00eame tenir une conversation naturelle.<\/p>\n\n\n\n<p>Si on en parle autant, c\u2019est parce que le NLP <strong>est devenu incontournable<\/strong> :<br>\u2705 <strong>Il am\u00e9liore la productivit\u00e9<\/strong> dans tous les secteurs.<br>\u2705 <strong>Il facilite l\u2019acc\u00e8s \u00e0 l\u2019information<\/strong> en automatisant la recherche et l\u2019analyse.<br>\u2705 <strong>Il rend la technologie plus inclusive<\/strong> en proposant des outils comme la transcription vocale et la traduction instantan\u00e9e.<\/p>\n\n\n\n<p>Tu l\u2019auras compris : <strong>le NLP n\u2019est plus une technologie du futur<\/strong>, c\u2019est une r\u00e9alit\u00e9 que tu utilises sans m\u00eame t\u2019en rendre compte. Et \u00e7a ne fait que commencer. <strong>Le march\u00e9 mondial du traitement du langage naturel<\/strong> <strong>devrait <a href=\"https:\/\/www.marketsandmarkets.com\/Market-Reports\/natural-language-processing-nlp-825.html\" target=\"_blank\" rel=\"noreferrer noopener\">passer de 18,9 milliards de dollars en 2023 \u00e0 68,1 milliards de dollars d&#8217;ici 2028<\/a>.<\/strong> Les entreprises investissent \u00e9norm\u00e9ment dans ces technologies, car elles transforment en profondeur notre mani\u00e8re d\u2019interagir avec le num\u00e9rique.<\/p>\n\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p><a href=\"https:\/\/sherpas.com\/blog\/usages-innovants-ia-dans-differents-secteurs\/\"><b>Les usages innovants de l\u2019IA dans diff\u00e9rents secteurs<\/b><\/a><\/p>\n\n        <\/div>\n    <\/section>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/media4.giphy.com\/media\/v1.Y2lkPTc5MGI3NjExMjEyenFrb24xbmI4aTVnMnc0ZncwNXNoemZwemRodGw4a20ydDdqNCZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw\/xT9C25UNTwfZuk85WP\/giphy.gif\" alt=\"Woody et Buzz Lightyear qui disent &quot;data, data everywhere&quot;\" style=\"width:321px;height:auto\"\/><\/figure><\/div>\n\n<section class=\"push \">\n        <div >\n            \n                                                <div class=\"push__container  qcd\" data-target=\"_self\" data-qcd=\"aHR0cHM6Ly9zaGVycGFzLmNvbS9wcm9mZXNzZXVycz9zaWdudXA9dHJ1ZQ==\" data-banner=\"2\" data-name=\"Cours part&amp;#8217; global #1 = CPG1\" style=\"background-color: #F3FBF7\" >\n                                                                        <div class=\"push__teachers\">\n    <div class=\"d-flex justify-content-center d-md-none\">\n        <img decoding=\"async\" class=\"push__logo\" src=\"\/content\/themes\/sherpas-theme\/dist\/images\/logo.svg\" alt=\"Logo Sherpas\">\n    <\/div>\n    <div class=\"swiper\">\n        <div class=\"swiper-wrapper\">\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Martin2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Martin<\/p>                          <p class=\"push__teachers-school\">HEC Paris<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">23\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Emma2x.png);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Emma<\/p>                          <p class=\"push__teachers-school\">Dauphine<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">15\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Simon2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Simon<\/p>                          <p class=\"push__teachers-school\">4e ann\u00e9e de m\u00e9decine<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">26\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Agathe2x.png);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Agathe<\/p>                          <p class=\"push__teachers-school\">ENS Lyon<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">19\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Fabien2x.png);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Fabien<\/p>                          <p class=\"push__teachers-school\">T\u00e9l\u00e9com Paris<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">20\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Alma2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Alma<\/p>                          <p class=\"push__teachers-school\">ENS Paris-Saclay<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">24\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/David2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">David<\/p>                          <p class=\"push__teachers-school\">EDHEC<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">25\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Thibault2x.png);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Thibault<\/p>                          <p class=\"push__teachers-school\">ENS Paris Ulm<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">20\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n                                                    <div class=\"push__content\">\n                                                            <div  class=\"d-none d-md-block\" >\n                                    <img decoding=\"async\" class=\"push__logo\" src=\"\/content\/themes\/sherpas-theme\/dist\/images\/logo.svg\"\n                                        alt=\"Logo Sherpas\">\n                                <\/div>\n                                                                                        <div class=\"push__title\"><p>Ton premier cours particulier est offert ! <span role=\"img\" aria-label=\"\ud83c\udf81\">\ud83c\udf81<\/span><!-- notionvc: 91b6b7d7-50f2-46f4-ae1f-ecbabe834aad --><\/p>\n<\/div>\n                                                                                        <div class=\"push__text\"><p>Nos profs sont pass\u00e9s par les meilleures \u00e9coles et universit\u00e9s.<!-- notionvc: 21bb66b6-b36d-4ce8-8950-173722d75a1e --><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n                                                        <div class=\"push__promo-button   \">\n                                                                                                    <div\n                                        class=\"btn btn-primary\"\n                                        style=\"color: #ffffff; border-color: ; background-color: \"\n\n                                    >\n                                        J&#8217;EN PROFITE MAINTENANT !\n                                    <\/div>\n                                                            <\/div>\n                                                    <\/div>\n                                    <\/div>\n                                    <\/div>\n    <\/section>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcf1 Le NLP dans nos smartphones et applications pr\u00e9f\u00e9r\u00e9es<\/h2>\n\n\n\n<p>Que ce soit ton smartphone, ton ordinateur ou m\u00eame ta t\u00e9l\u00e9vision connect\u00e9e, <strong>le NLP est partout<\/strong>. Il am\u00e9liore ta fa\u00e7on d\u2019\u00e9crire, de communiquer et m\u00eame de <strong>traduire instantan\u00e9ment du contenu<\/strong>.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udde3\ufe0f Assistants vocaux&nbsp;<\/h3>\n\n\n\n<p>Tu connais d\u00e9j\u00e0 <strong>Siri, Gemini ou Alexa<\/strong>. Ces petits assistants virtuels ont un objectif simple : <strong>comprendre ta voix et r\u00e9pondre \u00e0 tes demandes<\/strong>.<\/p>\n\n\n\n<p><strong>Comment \u00e7a marche ?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Reconnaissance vocale<\/strong> \ud83c\udf99\ufe0f : l\u2019IA capte et transcrit ta voix en texte.<\/li>\n\n\n\n<li><strong>Analyse NLP<\/strong> \ud83e\udd16 : elle d\u00e9code ta demande (ex. : &#8220;Quel temps fera-t-il demain ?&#8221;).<\/li>\n\n\n\n<li><strong>Recherche et r\u00e9ponse<\/strong> \ud83d\udd0d : elle va chercher l\u2019info et formule une r\u00e9ponse adapt\u00e9e.<\/li>\n\n\n\n<li><strong>Synth\u00e8se vocale<\/strong> \ud83d\udde3\ufe0f : elle transforme la r\u00e9ponse en parole pour te la lire.<\/li>\n<\/ol>\n\n\n\n<p>\u2705 <strong>Exemples d\u2019usage :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Demander la m\u00e9t\u00e9o, programmer un r\u00e9veil, contr\u00f4ler des appareils domotiques.<\/li>\n\n\n\n<li>Lancer une playlist Spotify sans toucher ton t\u00e9l\u00e9phone.<\/li>\n\n\n\n<li>Dicter un message WhatsApp ou envoyer un email.<\/li>\n<\/ul>\n\n\n<section class=\"you-know\">\n                <div class=\"you-know__title\"><p><span style=\"font-weight: 400;\">\ud83d\udca1 <\/span><b>Le savais-tu ?<\/b><\/p>\n<\/div>\n                        <div class=\"you-know__text\">\n            <p><span style=\"font-weight: 400;\">Les <\/span><b>assistants vocaux s\u2019am\u00e9liorent<\/b><span style=\"font-weight: 400;\"> avec le temps en apprenant <\/span><b>tes habitudes et ta mani\u00e8re de parler<\/b><span style=\"font-weight: 400;\">. Plus tu les utilises, plus ils deviennent efficaces !<\/span><\/p>\n\n        <\/div>\n              <\/section>\n\n\n\n<p>\ud83d\ude2c <strong>Mais voici le c\u00f4t\u00e9 flippant <\/strong>: ils analysent tout constamment (ils savent o\u00f9 tu vas, et m\u00eame ce que tu ach\u00e8tes en ligne).&nbsp; En r\u00e9alit\u00e9, les smartphones <strong>utilisent le NLP en partenariat avec de grandes entreprises de publicit\u00e9<\/strong> pour collecter des donn\u00e9es sur nos comportements et pr\u00e9f\u00e9rences. Et tout \u00e7a <strong>cr\u00e9e une opportunit\u00e9 pour les publicit\u00e9s cibl\u00e9es<\/strong>\u2026 ce qui peut vite donner<strong> l\u2019impression que ta vie priv\u00e9e est envahie<\/strong>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/media4.giphy.com\/media\/v1.Y2lkPTc5MGI3NjExc3MxeGVucnM0ZnF6bnVmYmNkbHJhYWtxanpweWU3bHFzdmR2MGc1aSZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw\/3otPoyXM2G9VRgROnK\/giphy.gif\" alt=\"Regina George qui demande un moment priv\u00e9\"\/><\/figure><\/div>\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p><a href=\"https:\/\/sherpas.com\/blog\/ia-generative-creation-contenu\/\"><strong>Voici les meilleures IA pour la cr\u00e9ation de contenu<\/strong><\/a><\/p>\n\n        <\/div>\n    <\/section>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcf2 Claviers intelligents&nbsp;<\/h3>\n\n\n\n<p>Quand tu tapes un message, ton clavier te propose souvent <strong>des suggestions de mots<\/strong>, voire <strong>des phrases compl\u00e8tes<\/strong>. C\u2019est encore une application du NLP !<\/p>\n\n\n\n<p>Les claviers comme <strong>Gboard (Google) et SwiftKey (Microsoft)<\/strong> utilisent <strong>des algorithmes avanc\u00e9s<\/strong> pour analyser ta fa\u00e7on d\u2019\u00e9crire et te sugg\u00e9rer des corrections ou des pr\u00e9dictions en fonction du contexte.<\/p>\n\n\n\n<p>\u2705 <strong>Comment \u00e7a t\u2019aide ?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/sherpas.com\/blog\/meilleures-ia-corriger-fautes\/\">Corrige les fautes<\/a><\/strong> (m\u00eame les plus discr\u00e8tes).<\/li>\n\n\n\n<li><strong>Anticipe tes phrases<\/strong> en fonction de ton historique de frappe.<\/li>\n\n\n\n<li><strong>Adapte les suggestions<\/strong> en fonction de ton style et de ta fa\u00e7on d\u2019\u00e9crire.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udf0d Traduction instantan\u00e9e&nbsp;<\/h3>\n\n\n\n<p>Avant, traduire un texte demandait <strong>du temps et des efforts<\/strong>. Aujourd\u2019hui, gr\u00e2ce au NLP, des outils comme <strong>Google Traduction, DeepL ou ChatGPT<\/strong> peuvent <strong>traduire un texte en une fraction de seconde<\/strong>.<\/p>\n\n\n\n<p><strong>Comment \u00e7a fonctionne ? <\/strong>\ud83d\udd0d<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>D\u00e9tection de la langue source<\/strong>&nbsp;<\/li>\n\n\n\n<li><strong>Analyse grammaticale et s\u00e9mantique<\/strong>&nbsp;<\/li>\n\n\n\n<li><strong>G\u00e9n\u00e9ration de la traduction<\/strong> en respectant le contexte<\/li>\n<\/ol>\n\n\n\n<p>\ud83d\ude80 <strong>Les avanc\u00e9es r\u00e9centes :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Traduction en temps r\u00e9el<\/strong> pour les appels et vid\u00e9os.<\/li>\n\n\n\n<li><strong>Traduction contextuelle<\/strong> am\u00e9lior\u00e9e (fini les phrases bizarres et hors sujet !).<\/li>\n\n\n\n<li><strong>Traduction avec reconnaissance vocale<\/strong> (tu parles, l\u2019IA traduit en direct).<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udca1 <strong>Exemple concret :<\/strong> Google Lens permet de <strong>traduire un texte en scannant une image<\/strong> (pancarte, menu de restaurant, document\u2026). Utile en voyage ! \u2708\ufe0f<\/p>\n\n\n<section class=\"you-know\">\n                <div class=\"you-know__title\"><\/div>\n                        <div class=\"you-know__text\">\n            <p><span style=\"font-weight: 400;\">\ud83d\udde3 Il existe aussi des dispositifs physiques comme <\/span><b>Pocketalk<\/b><span style=\"font-weight: 400;\">, qui te permet de<\/span><b> traduire instantan\u00e9ment ce que tu entends dans une langue \u00e9trang\u00e8re<\/b><span style=\"font-weight: 400;\">. Pocketalk utilise la reconnaissance vocale <\/span><b>en temps r\u00e9el <\/b><span style=\"font-weight: 400;\">et le NLP pour traduire des conversations directement dans tes oreilles. <\/span><\/p>\n\n        <\/div>\n              <\/section>\n\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p><b>Si tu n\u2019as pas cette technologie, d\u00e9couvre <\/b><a href=\"https:\/\/sherpas.com\/blog\/comment-traduire-en-anglais\/\"><b>comment traduire en anglais<\/b><\/a><b> !<\/b><\/p>\n\n        <\/div>\n    <\/section>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcbb Comment le NLP change les r\u00e9seaux sociaux et les plateformes en ligne ?<\/h2>\n\n\n\n<p>Les r\u00e9seaux sociaux ne sont plus de simples espaces de discussion : ils sont devenus <strong>de v\u00e9ritables \u00e9cosyst\u00e8mes boost\u00e9s par l\u2019intelligence artificielle<\/strong>. Tu ne t\u2019en rends peut-\u00eatre pas compte, mais <strong>le NLP joue un r\u00f4le majeur<\/strong> dans ce que tu vois, ce que tu \u00e9cris et m\u00eame ce que tu lis sur ces plateformes.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udee1\ufe0f Mod\u00e9ration automatique&nbsp;<\/h3>\n\n\n\n<p>Les r\u00e9seaux sociaux sont souvent envahis par des <strong>propos haineux, du spam ou des fake news<\/strong>. Pour \u00e9viter ces d\u00e9rives, <strong>les plateformes comme Facebook, Twitter (X), TikTok et YouTube utilisent le NLP pour mod\u00e9rer automatiquement les contenus.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Comment \u00e7a fonctionne ?<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Analyse du texte<\/strong> \ud83d\udd0e : l\u2019IA scanne les commentaires et les publications.<\/li>\n\n\n\n<li><strong>D\u00e9tection des termes probl\u00e9matiques<\/strong> \ud83d\udea8 : insultes, menaces, incitation \u00e0 la haine\u2026<\/li>\n\n\n\n<li><strong>\u00c9valuation du contexte<\/strong> \ud83e\udde0 : l\u2019IA diff\u00e9rencie l\u2019humour du contenu malveillant.<\/li>\n\n\n\n<li><strong>Action imm\u00e9diate<\/strong> \u26a1 : suppression, mise en attente ou signalement \u00e0 un mod\u00e9rateur humain.<\/li>\n<\/ol>\n\n\n\n<p>\u2705 <strong>Exemple concret :<\/strong> YouTube analyse automatiquement les titres, descriptions et commentaires pour <strong>bloquer les spams et les discours haineux<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u26a0\ufe0f <strong>Les limites de la mod\u00e9ration automatique<\/strong><\/h4>\n\n\n\n<p>L&#8217;IA, bien que performante gr\u00e2ce au NLP, reste <strong>imparfaite<\/strong>. Parfois, elle peut <strong>censurer des contenus qui ne posent aucun probl\u00e8me<\/strong>, comme une simple blague (non-offensive) ou une phrase qui n&#8217;est pas per\u00e7ue comme elle devrait l&#8217;\u00eatre. Ce genre d&#8217;erreur peut<strong> cr\u00e9er de la frustration<\/strong> chez les utilisateurs, surtout quand des messages inoffensifs se retrouvent bloqu\u00e9s par erreur.<\/p>\n\n\n\n<p>Mais<strong> le vrai souci, c&#8217;est quand les plateformes ne r\u00e9agissent pas. <\/strong>Par exemple, <strong><a href=\"https:\/\/www.latribune.fr\/technos-medias\/internet\/moderation-des-contenus-sur-x-ex-twitter-plus-de-1-200-employes-licencies-dans-le-monde-987606.html\" target=\"_blank\" rel=\"noreferrer noopener\">sur Twitter (X), certains mots offensifs peuvent \u00eatre publi\u00e9s<\/a>.<\/strong> L\u2019IA est moins utilis\u00e9e pour r\u00e9guler ces contenus, laissant place \u00e0 un environnement o\u00f9 certains discours haineux passent entre les mailles du filet.<\/p>\n\n\n\n<p><strong>Une mod\u00e9ration humaine est encore essentielle<\/strong> pour \u00e9viter ces d\u00e9rives, car les discours haineux en ligne <strong>nuisent \u00e0 la soci\u00e9t\u00e9<\/strong>, cr\u00e9ent de la division et peuvent blesser profond\u00e9ment les individus, alimentant ainsi un<strong> cycle de violence virtuelle<\/strong> qui touche tout le monde.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udfaf Algorithmes de recommandation&nbsp;<\/h3>\n\n\n\n<p>Si tu passes des heures sur TikTok, Instagram ou YouTube, ce n\u2019est pas un hasard\u2026 <strong>Le NLP analyse ton comportement et adapte ton fil d\u2019actualit\u00e9 en fonction de tes pr\u00e9f\u00e9rences.<\/strong><\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Comment l\u2019algorithme personnalise ton feed ?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Analyse de ton historique<\/strong> \ud83d\udd0d : likes, partages, commentaires\u2026<\/li>\n\n\n\n<li><strong>Compr\u00e9hension du contenu<\/strong> \ud83e\udde0 : th\u00e8mes, \u00e9motions, sujets populaires.<\/li>\n\n\n\n<li><strong>Proposition de contenus similaires<\/strong> \ud83c\udfaf : pour que tu restes engag\u00e9 le plus longtemps possible.<\/li>\n<\/ol>\n\n\n\n<p>\u2705 <strong>Exemple concret :<\/strong> si tu regardes beaucoup de vid\u00e9os sur la photographie, <strong>Instagram et YouTube vont automatiquement te sugg\u00e9rer plus de contenu li\u00e9 \u00e0 ce sujet.<\/strong><\/p>\n\n\n\n<p>\u26a0\ufe0f <strong>Le pi\u00e8ge :<\/strong> cet algorithme est<strong> tr\u00e8s addictif. <\/strong>Il peut aussi <strong>cr\u00e9er un <a href=\"https:\/\/sherpas.com\/blog\/effet-bulle-biais-confirmation\/\">effet bulle<\/a><\/strong>, en ne te montrant que des contenus qui renforcent tes opinions (un souci en politique !).<\/p>\n\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p><b>D\u00e9couvre <\/b><a href=\"https:\/\/sherpas.com\/blog\/addiction-reseaux-sociaux\/\"><b>nos conseils pour soigner l\u2019addiction aux r\u00e9seaux sociaux<\/b><\/a><\/p>\n\n        <\/div>\n    <\/section>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 Chatbots et service client automatis\u00e9&nbsp;<\/h3>\n\n\n\n<p>Quand tu contactes une marque sur Instagram ou Facebook Messenger, il y a de fortes chances que <strong><a href=\"https:\/\/sherpas.com\/blog\/fonctionnement-chatbot\/\">ce soit un chatbot<\/a> qui te r\u00e9ponde en premier<\/strong>. Gr\u00e2ce au NLP, ces <strong>assistants virtuels<\/strong> sont capables de g\u00e9rer des milliers de conversations en simultan\u00e9.<\/p>\n\n\n\n<p>\u2705 <strong>Ce que le NLP leur permet de faire :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comprendre tes questions et y r\u00e9pondre instantan\u00e9ment<\/strong>.<\/li>\n\n\n\n<li><strong>Proposer des solutions adapt\u00e9es \u00e0 tes probl\u00e8mes.<\/strong><\/li>\n\n\n\n<li><strong>Transf\u00e9rer ton message \u00e0 un conseiller humain si n\u00e9cessaire.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udca1 <strong>Exemple concret :<\/strong> les chatbots de service client comme <strong>Zendesk AI<\/strong> ou <strong>LivePerson<\/strong> sont capables de <strong>r\u00e9pondre aux questions courantes, suivre l\u2019\u00e9tat d\u2019une commande et m\u00eame g\u00e9rer les r\u00e9clamations<\/strong> sans intervention humaine.<\/p>\n\n\n\n<p>\u26a0\ufe0f <strong>Les limites :<\/strong> ces bots ont encore du mal \u00e0 saisir<strong> les nuances du langage humain<\/strong>, ce qui peut mener \u00e0 des r\u00e9ponses inadapt\u00e9es ou hors sujet. Et si la requ\u00eate sort de leur cadre de programmation ? Souvent, ils atteignent leurs limites et doivent rediriger l\u2019utilisateur vers un agent humain (<em>help desk<\/em>) pour une meilleure prise en charge.<\/p>\n\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p><strong><a href=\"https:\/\/sherpas.com\/blog\/limites-ia\/\">Quelles sont les limites actuelles de l&#8217;IA<\/a> ?<\/strong><\/p>\n\n        <\/div>\n    <\/section>\n\n\n<section class=\"push \">\n        <div >\n            \n                                                <div class=\"push__container  qcd\" data-target=\"_self\" data-qcd=\"aHR0cHM6Ly9zaGVycGFzLmNvbS9wcm9mZXNzZXVycz9zaWdudXA9dHJ1ZQ==\" data-banner=\"2\" data-name=\"Cours part&amp;#8217; global #3 = CPG3\" style=\"background-color: #F3FBF7\" >\n                                                                        <div class=\"push__teachers\">\n    <div class=\"d-flex justify-content-center d-md-none\">\n        <img decoding=\"async\" class=\"push__logo\" src=\"\/content\/themes\/sherpas-theme\/dist\/images\/logo.svg\" alt=\"Logo Sherpas\">\n    <\/div>\n    <div class=\"swiper\">\n        <div class=\"swiper-wrapper\">\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Martin2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Martin<\/p>                          <p class=\"push__teachers-school\">HEC Paris<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">23\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Jade2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Jade<\/p>                          <p class=\"push__teachers-school\">Sciences Po Paris<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">21\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Bastien2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Bastien<\/p>                          <p class=\"push__teachers-school\">Polytechnique<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">26\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Emilie2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Emilie<\/p>                          <p class=\"push__teachers-school\">Sciences Po Lyon<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">19\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Hugo2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Hugo<\/p>                          <p class=\"push__teachers-school\">Insa Lyon<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">16\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Alma2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Alma<\/p>                          <p class=\"push__teachers-school\">ENS Paris-Saclay<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">24\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/David2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">David<\/p>                          <p class=\"push__teachers-school\">EDHEC<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">25\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                                            <div class=\"swiper-slide\">\n                    <div class=\"push__teachers-card\">\n                        <div\n                            class=\"push__teachers-profil\"\n                            \n                            style=\"background-image: url(https:\/\/sherpas.com\/content\/uploads\/2022\/01\/Jeanne2x.jpg);\"\n                        >\n                    <\/div>\n                         <p class=\"push__teachers-name\">Jeanne<\/p>                          <p class=\"push__teachers-school\">Aix-Marseille Universit\u00e9<\/p>                                                     <div class=\"push__teachers-note\">\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                                    <svg  class=\"active\" >\n                                        <use\n                                            xlink:href=\"\/content\/themes\/sherpas-theme\/dist\/images\/sprite.svg#star\"\/>\n                                    <\/svg>\n                                                            <\/div>\n                                                 <p class=\"push__teachers-price\">17\u20ac\/h<\/p>                     <\/div>\n                <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n                                                    <div class=\"push__content\">\n                                                            <div  class=\"d-none d-md-block\" >\n                                    <img decoding=\"async\" class=\"push__logo\" src=\"\/content\/themes\/sherpas-theme\/dist\/images\/logo.svg\"\n                                        alt=\"Logo Sherpas\">\n                                <\/div>\n                                                                                        <div class=\"push__title\"><p>Besoin de cours particuliers ? <span role=\"img\" aria-label=\"\u2728\">\u2728<\/span><!-- notionvc: 27874cb7-7cca-4c68-a2e3-ea8000cbb55b --><\/p>\n<\/div>\n                                                                                        <div class=\"push__text\"><p><span style=\"color: #48b378;\">4 points<\/span> de plus sur ta <span style=\"color: #48b378;\">moyenne<\/span> avec nos profs Sherpas ! <span role=\"image\" aria-label=\"\ud83d\udcc8\">\ud83d\udcc8<\/span><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n                                                        <div class=\"push__promo-button   \">\n                                                                                                    <div\n                                        class=\"btn btn-primary\"\n                                        style=\"color: ; border-color: ; background-color: \"\n\n                                    >\n                                        JE PRENDS UN COURS GRATUIT !\n                                    <\/div>\n                                                            <\/div>\n                                                    <\/div>\n                                    <\/div>\n                                    <\/div>\n    <\/section>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfad Le NLP fa\u00e7onne notre exp\u00e9rience en ligne&nbsp;<\/h2>\n\n\n\n<p>Le traitement du langage naturel<strong> transforme<\/strong> notre interaction avec les contenus num\u00e9riques. L\u2019IA am\u00e9liore notre exp\u00e9rience, que ce soit pour des<strong> sous-titres traduits ou des doublages <\/strong>de langues. Toutefois, ces avanc\u00e9es peuvent aussi<strong> poser des probl\u00e8mes<\/strong>, notamment en <strong>mati\u00e8re de pr\u00e9cision <\/strong>des traductions et de <strong>manipulation des contenus<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcdc Sous-titrage et doublage automatiques l\u2019IA<\/h3>\n\n\n\n<p>Regarder une s\u00e9rie cor\u00e9enne sur Netflix avec des sous-titres en fran\u00e7ais ? \u00c9couter un documentaire en anglais avec une voix fran\u00e7aise synchronis\u00e9e ? Tout cela est possible <strong>gr\u00e2ce au NLP et \u00e0 la reconnaissance vocale avanc\u00e9e<\/strong>.<\/p>\n\n\n\n<p>\ud83d\udca1 <strong>Comment \u00e7a fonctionne ?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Transcription automatique<\/strong> \ud83d\udcdd : l\u2019IA \u00e9coute et transforme la parole en texte.<\/li>\n\n\n\n<li><strong>Traduction via NLP<\/strong> \ud83c\udf0d : le texte est traduit en temps r\u00e9el.<\/li>\n\n\n\n<li><strong>Synth\u00e8se vocale<\/strong> \ud83c\udf99\ufe0f : l\u2019IA g\u00e9n\u00e8re une voix doubl\u00e9e qui <strong>colle au ton et au rythme original<\/strong>.<\/li>\n<\/ol>\n\n\n\n<p>\u2705 <strong>Exemple concret :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>YouTube propose la <strong>g\u00e9n\u00e9ration automatique de sous-titres<\/strong> dans plusieurs langues.<\/li>\n\n\n\n<li>Netflix utilise l\u2019IA pour <strong>adapter les dialogues traduits<\/strong> afin qu\u2019ils collent mieux aux mouvements des l\u00e8vres des acteurs.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/media3.giphy.com\/media\/v1.Y2lkPTc5MGI3NjExb2UzMms3OThwd2U2OHBuMWJ5anBpcjdzam9ja3llYXNyZm9ldDFuZCZlcD12MV9pbnRlcm5hbF9naWZfYnlfaWQmY3Q9Zw\/dUC839HKhRbxac4pQH\/giphy.gif\" alt=\"*honks horn in Italian*\"\/><\/figure><\/div>\n\n\n<p>\u26a0\ufe0f <strong>Les d\u00e9fis :<\/strong> Malgr\u00e9 les progr\u00e8s, ces traductions ne sont pas encore parfaites (on pense \u00e0 Netflix, ou si tu lis les sous-titres, ils utilisent parfois des mots diff\u00e9rents). <strong>Certaines expressions idiomatiques restent difficiles \u00e0 adapter correctement<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udde3\ufe0f L\u2019IA imite (presque) des voix humaines\u2026 et \u00e7a pose probl\u00e8me<\/h3>\n\n\n\n<p>\ud83d\ude80 <strong>Des voix plus vraies que nature ?<\/strong> Certaines IA peuvent d\u00e9sormais reproduire une voix humaine avec des intonations naturelles, rendant les doublages automatiques de plus en plus r\u00e9alistes.<\/p>\n\n\n\n<p>\u26a0\ufe0f <strong>Un danger pour le marketing et la confiance en ligne<\/strong> : tu as peut-\u00eatre d\u00e9j\u00e0 vu des vid\u00e9os sur Instagram ou TikTok o\u00f9 une personne semble recommander un produit de fa\u00e7on spontan\u00e9e. Mais en y regardant de plus pr\u00e8s\u2026 quelque chose cloche. La bouche ne bouge pas exactement au bon moment avec les mots. \ud83e\udd14<\/p>\n\n\n\n<p>Ce qui se passe, c\u2019est que <strong>des entreprises de <em>scam <\/em>r\u00e9cup\u00e8rent des images ou vid\u00e9os de vrais comptes et <\/strong><a href=\"https:\/\/theconversation.com\/generative-ai-and-deepfakes-are-fuelling-health-misinformation-heres-what-to-look-out-for-so-you-dont-get-scammed-246149\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>utilisent l\u2019IA pour modifier les paroles<\/strong><\/a>, donnant l\u2019illusion qu\u2019une personne authentique fait la <strong>promotion d\u2019un produit<\/strong>. <strong>R\u00e9sultat <\/strong>: \u00e7a para\u00eet cr\u00e9dible, et on a l\u2019impression de pouvoir faire confiance \u00e0 cette \u201crecommandation\u201d.<\/p>\n\n\n<section class=\"you-know\">\n                <div class=\"you-know__title\"><p><span style=\"font-weight: 400;\">\ud83d\udccc <\/span><b>Un risque aussi en politique<\/b><\/p>\n<\/div>\n                        <div class=\"you-know__text\">\n            <p>C<span style=\"font-weight: 400;\">e ph\u00e9nom\u00e8ne, appel\u00e9 <\/span><i><span style=\"font-weight: 400;\">deepfake<\/span><\/i><span style=\"font-weight: 400;\">, soul\u00e8ve des inqui\u00e9tudes concernant l\u2019exploitation de l\u2019image des c\u00e9l\u00e9brit\u00e9s et des figures publiques, notamment pendant les \u00e9lections, o\u00f9 de fausses informations pourraient manipuler l\u2019opinion publique.<\/span><\/p>\n\n        <\/div>\n              <\/section>\n\n\n<section class=\"read-also\">\n    <p class=\"read-also__title\">\u00c0 lire aussi<\/p>\n            <div class=\"read-also__list\">\n            <p style=\"text-align: left;\"><a href=\"https:\/\/sherpas.com\/blog\/comment-reperer-les-fake-news\/\"><b>\u00a0<\/b><b>Comment rep\u00e9rer les <\/b><b><i>fake news<\/i><\/b><\/a> <b>? <\/b><\/p>\n\n        <\/div>\n    <\/section>\n\n\n<section class=\"relance\">\n        <div >\n                            <a href=\"https:\/\/sherpas.com\/professeurs\">\n                    <div class=\"relance__container\"\n                        >\n                        \n                                                        <picture>\n                            <source srcset=\"https:\/\/sherpas.com\/content\/uploads\/2023\/07\/relance-cours-particulier-1.jpg\" media=\"(min-width: 999px)\">\n                            <source srcset=\"https:\/\/sherpas.com\/content\/uploads\/2023\/07\/relance-cours-particulier-1.jpg\" media=\"(max-width: 999px)\">\n                                <img decoding=\"async\"\n                                    src=\"https:\/\/sherpas.com\/content\/uploads\/2023\/07\/relance-cours-particulier-1.jpg\"\n                                    alt=\"Personne qui donne des cours particuliers\"\n                                >\n                            <\/picture>\n                                                <div class=\"relance__content\">\n                            \n                                <div class=\"relance__title\"> <p><b>Besoin d\u2019un coup de pouce pour tes \u00e9tudes ? Prends un cours particulier avec l\u2019un de nos profs Sherpas !<\/b><\/p>\n<\/div>\n                                                        <button type=\"button\"\n                                    class=\"relance__button btn btn-white\">\n                                Le premier cours est offert \ud83c\udf81\n                            <\/button>\n                        <\/div>\n                    <\/div>\n                <\/a>\n                    <\/div>\n    <\/section>\n\n    \n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfaf <strong>Conclusion : un avenir fascinant et plein de d\u00e9fis<\/strong><\/h2>\n\n\n\n<p>Le <strong>NLP<\/strong> \u00e9volue \u00e0 une vitesse impressionnante, et il fa\u00e7onne d\u00e9j\u00e0 notre quotidien. Et ce n\u2019est que le d\u00e9but !&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd2e <strong>L\u2019avenir du NLP ?<\/strong><\/h3>\n\n\n\n<p>Dans un futur proche, l\u2019IA deviendra encore plus <strong>pr\u00e9cise<\/strong>, <strong>rapide<\/strong>, et capable de comprendre le <strong>contexte<\/strong> de mani\u00e8re encore plus fine. \ud83e\udd16 Des outils NLP plus accessibles et int\u00e9gr\u00e9s dans nos vies seront l\u00e0 pour nous rendre la technologie encore plus <strong>humaine<\/strong> et fluide.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2696\ufe0f <strong>Les d\u00e9fis \u00e0 surmonter<\/strong><\/h3>\n\n\n\n<p>&nbsp;Mais ces avanc\u00e9es apportent aussi de nouveaux <strong>d\u00e9fis \u00e9thiques<\/strong> :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Biais algorithmiques<\/strong> \ud83e\udd28<\/li>\n\n\n\n<li><strong>D\u00e9sinformation<\/strong> et <strong><em>fake news<\/em><\/strong> \ud83d\udcf0<\/li>\n\n\n\n<li><strong>Probl\u00e8mes de confidentialit\u00e9<\/strong> \ud83d\udd12<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/sherpas.com\/blog\/impact-environnement-ia\/\">Empreinte \u00e9cologique<\/a> <\/strong>\ud83c\udf21\ufe0f<\/li>\n<\/ul>\n\n\n\n<p>Mais ne t\u2019inqui\u00e8te pas, des solutions sont d\u00e9j\u00e0 en place :<br>\u2705 Des mod\u00e8les <strong>plus transparents<br><\/strong> \u2705 Des <strong>r\u00e8glementations<\/strong> comme l&#8217;<strong>AI Act<\/strong> en Europe<br>\u2705 L&#8217;IA utilis\u00e9e pour d\u00e9tecter et combattre le <strong><em>fake news<\/em><\/strong><em> <\/em>\ud83d\udee1\ufe0f<\/p>\n\n\n<section class=\"you-know\">\n                <div class=\"you-know__title\"><p><span style=\"font-weight: 400;\">\ud83d\udca5 <\/span><b>\u00c0 retenir<\/b><\/p>\n<\/div>\n                        <div class=\"you-know__text\">\n            <p><span style=\"font-weight: 400;\">\u00a0Le NLP va continuer \u00e0 \u00e9voluer pour \u00eatre encore <\/span><b>plus pr\u00e9cis<\/b><span style=\"font-weight: 400;\">, <\/span><b>plus utile<\/b><span style=\"font-weight: 400;\">, et <\/span><b>plus \u00e9thique<\/b><span style=\"font-weight: 400;\">. Il changera \u00e0 jamais notre <\/span><b>travail<\/b><span style=\"font-weight: 400;\"> et notre <\/span><b>soci\u00e9t\u00e9<\/b><span style=\"font-weight: 400;\">, et il faudra savoir s\u2019adapter \u00e0 ces \u00e9volutions. \ud83c\udf0d<\/span><\/p>\n\n        <\/div>\n              <\/section>\n\n\n\n<p>On esp\u00e8re que cet article t\u2019a plu. N\u2019h\u00e9site pas \u00e0 <strong>prendre un <a href=\"https:\/\/sherpas.com\/professeurs\">cours particulier chez les Sherpas<\/a><\/strong> pour aller plus loin dans ton apprentissage ! \ud83d\ude80<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-vivid-green-cyan-background-color has-background wp-element-button\" href=\"https:\/\/sherpas.com\/professeurs\"><strong>Le premier cours est offert \ud83c\udf81<\/strong><\/a><\/div>\n<\/div>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;302643&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Tu as aim\u00e9 cet article ?&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 vote)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Le traitement du langage naturel : comment l\u2019IA comprend et parle notre langue ? \ud83d\udde3\ufe0f&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">Tu as aim\u00e9 cet article ?<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>As-tu d\u00e9j\u00e0 discut\u00e9 avec un assistant vocal comme Siri ou Alexa ? Ou utilis\u00e9 un traducteur automatique sans (&#8230;)<\/p>\n","protected":false},"author":371,"featured_media":302644,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"footnotes":""},"category":[895,122],"tag":[773],"class_list":["post-302643","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actu-et-societe","category-lifestyle","tag-intelligence-artificielle"],"acf":[],"_links":{"self":[{"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/posts\/302643","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/users\/371"}],"replies":[{"embeddable":true,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/comments?post=302643"}],"version-history":[{"count":0,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/posts\/302643\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/media\/302644"}],"wp:attachment":[{"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/media?parent=302643"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/category?post=302643"},{"taxonomy":"tag","embeddable":true,"href":"https:\/\/sherpas.com\/blog\/wp-json\/wp\/v2\/tag?post=302643"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}