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</aside> </div> <div id="container"> <input id='count_commnets' type='hidden' value='0' ><input id='single_post_id' type='hidden' value='400026' ><div class="cnzd__lyt"> <div class="cnzd__lyt__ctnr"> <main id="content" class="cnzd__main has--sidebar"> <article class="cn__p-pb__ar"> <div class=""><ol class="breadcrumb" ><li > <a class="home" href="https://www.zdnet.fr" >ZDNET</a> </li><li class=" parent"><a href="https://www.zdnet.fr/actualites/" >Actualités</a></li></ol></div> <h1 class="ed__a-mt">IA : voici comment le ministère de l’Économie réduit coûts et charges de travail</h1> <p class="ed__a-chp ed__l">La Cour des Comptes publie un rapport qui tire un premier bilan de l'utilisation des outils d'intelligence artificielle au Minefi. Elle souligne surtout le manque de clarté, tant sur la direction des projets que sur les économies escomptées. </p> <div class="ed__a-ath has--border"> <div class="ed__a-ath__lght"> <p> <a href="https://www.zdnet.fr/auteur/louis-adam-39060121-2">Par <a class="author_recette " id ="author_name" href ="https://www.zdnet.fr/auteur/louis-adam-39060121-2">Louis Adam</a></a> </p> <time datetime="2024-10-23T18:58:29+02:00">Publié le 23/10/2024 à 18:58 </time> </div> <ul> <li class="read_time"><p class="cn__body-sm cn__font-quaternary"><span class="cnzd__a-icon is--timer"></span>2 min</p></li> <li> <button class="cnzd__a-btn-i has--i--comments"><i data-anchor="commentform" class="smooth--anchor"></i></button> </li> <li class="cn__share-article"> <div class="cc__ttp cnzd__a-icon is--share cn__ttp--before-content"> <div class="cc__ttp__ctnr"> <div id='share_1' class='share-buttons'><div class="social blockShare_horizontal "> <ul><li class="social-network rw_btn_share facebook" data-network="facebook"></li><li class="social-network rw_btn_share twitter" data-network="twitter" data-text ="IA : voici comment le ministère de l’Économie réduit coûts et charges de travail" data-url="https://www.zdnet.fr/actualites/ia-voici-comment-le-ministere-de-leconomie-reduit-couts-et-charges-de-travail-400026.htm" data-hashtags="" data-via=""></li><li class="rw_btn_share social-network linkedin" data-network="linkedin"></li> </ul></div></div><script type="rocketlazyloadscript" data-rocket-type='text/javascript'> jQuery(document).ready( function(){ show_default_sharer( '#share_1' , "https:\/\/www.zdnet.fr\/actualites\/ia-voici-comment-le-ministere-de-leconomie-reduit-couts-et-charges-de-travail-400026.htm","IA : voici comment le minist\u00e8re de l\u2019\u00c9conomie r\u00e9duit co\u00fbts et charges de travail","La Cour des Comptes publie un rapport qui tire un premier bilan de l'utilisation des outils d'intelligence artificielle au Minefi. Elle souligne surtout le manque de clart\u00e9, tant sur la direction des projets que sur les \u00e9conomies escompt\u00e9es.\u00a0","https:\/\/www.zdnet.fr\/wp-content\/uploads\/zdnet\/2024\/03\/intelligence-artificielle-600__w1200.jpg") ; });</script> </div> </div> </li> </ul> </div> <div class="image_top_single"> <div class="image_a_lune"> <span class="top_img" data-href="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/03/intelligence-artificielle-600__w1200.jpg" title=" IA : voici comment le ministère de l’Économie réduit coûts et charges de travail"> <img width="750" height="410" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/03/intelligence-artificielle-600__w1200-750x410.jpg" class="img-responsive alignnone size-full pinit-here zoom-it" alt="intelligence-artificielle-600__w1200" decoding="async" data-lazyloading="false" fetchpriority="high" loading="eager" /> </span> </div> </div> <div class="article-content thecontent" itemprop="articleBody"> <div class="cnzd__ed-content"> <p>Dans un contexte de réduction budgétaire, le déploiement des outils d'intelligence artificielle est vu comme un moyen de simplifier la tâche, mais surtout de réduire les coûts dans les ministères. Reste à savoir à quel point.<div id=dfp_inread class=DFPinread></div></p><!-- native --> <div class="clearfix"></div><div id="dyninfeed" class="pub_dfp native lazyload-rwad" data-child-adunit="others/dyninfeed" data-position-desktop="23" data-placeholder-width="300" data-placeholder-height="250" ></div> <p><a href="https://www.ccomptes.fr/fr/publications/lintelligence-artificielle-dans-les-politiques-publiques-lexemple-du-ministere-de">Selon la cour des Comptes,</a> le ministère de l’Économie et des Finances a déployé 35 programmes ayant recours à ces technologies depuis 2015.</p> <p>Et certains, comme l'outil <a href="https://www.zdnet.fr/actualites/une-ia-va-detecter-les-piscines-non-declarees-dans-toute-la-france-des-septembre-39946456.htm">Foncier Innovant</a>, qui permet d'automatiser la détection d'aménagements non déclarés, sont fréquemment mis en avant par le ministère dans sa communication.</p> <h2>Des projets d'IA en pagaille</h2> <p>Mais cette multiplication des projets est, selon les auteurs du rapport, principalement portée par la DGFIP. Et ce alors que d'autres services pourraient bénéficier de ces outils.</p> <p>C'est donc le sens de deux des recommandations du rapport :</p> <ul> <li>Mieux identifier "l’instance ministérielle en charge du pilotage stratégique de l’intelligence artificielle et des données numériques"</li> <li>Mieux identifier "les missions et les processus pour lesquels l’IA est susceptible d’apporter des gains d’efficience et de productivité significatifs"</li> </ul> <p>Le rapport propose aussi de mettre en place un "incubateur d'IA" en lien avec la Dinum. Il rappelle aux différentes directions l'importance de promouvoir la "mesure de l'impact environnemental des systèmes d'IA" et la mise en place d'IA "efficaces" ou "frugales" en réduisant au maximum les coûts de calculs.</p> <p>L'essentiel des économies envisagées grâce à ces outils se concentre selon la Cour des comptes sur quatre programmes outre Foncier Innovant :</p> <ul> <li>Le programme CVFR, pour Ciblage de la Fraude et Valorisation des Requêtes veut traiter grâce au machine learning de grands volumes de données pour améliorer la détection des fraudes fiscales</li> <li>Le programme EContact vise à mettre au point un outil de génération automatique de texte pour répondre plus rapidement aux questions des usagers</li> <li>Le projet IA CHD est utilisé pour contrôler les dépenses des collectivités</li> <li>Enfin ClaudIA, est un outil d'assistance à l'utilisation du logiciel de facturation ChorusPro</li> </ul> <p>Selon la cour des comptes, ces cinq programmes actuellement déployés pourraient à terme générer une économie de 61 millions d'euros par an pour le ministère.</p> <h2>Des économies difficiles à estimer</h2> <p>Reste que les bénéfices exacts de ces programmes restent encore à établir clairement. En 2022, les économies générées par la mise en place de ces différents programmes s'élevaient à "20,4 M€ d’économies contre 46,6 M€ attendus pour cet exercice". La Cour des comptes déplore ainsi le recours à des "hypothèses optimistes" pour évaluer les gains supposés du déploiement des outils d'IA.</p> <p>Outre ces cinq programmes, le rapport répertorie la trentaine de programmes mis en place par le ministère en s'appuyant sur ces technologies. Là aussi, la réduction des coûts reste difficile à évaluer. Mais de nombreux projets permettent de réduire les charges de travail.</p> <p>Le rapport cite ainsi l'exemple <a href="https://www.zdnet.fr/actualites/llamendement-un-llama-qui-crache-du-texte-de-loi-francaise-39964276.htm">du programme LLaMendements</a>. Présenté en début d'année, cet outil permet de classer et de synthétiser les propositions d'amendements à la loi de finance. Cette tâche était jusqu'alors assurée par des agents de la DGFIP. Elle est aujourd'hui automatisée grâce à une IA."LLaMendements permet donc aux équipes d’absorber la charge de travail (85 345 amendements déposés entre juin 2022 et janvier 2024) sans recourir à des moyens humains supplémentaires" estiment les auteurs du rapport.</p> <div class="cnzd__related-posts-bloc cnzd__vr--56"> <h1 class="cnzd__m-hdng cn__title-lg cn__font-primary cnzd__vr--16"> / Plus d'actualités </h1> <div class="cnzd-row cnzd__list--16 cnzd__vr--32"> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/" title="Actualités"> Actualités </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/snowflake-comment-ses-clients-tirent-leurs-premiers-benefices-de-la-gen-ai-pour-trier-et-rediger-des-millions-de-courriels-400476.htm" title="Snowflake : comment ses clients tirent leurs premiers bénéfices de la Gen AI pour trier et rédiger des millions de courriels"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/02/Mail-4-365x200.jpg" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Snowflake : comment ses clients tirent leurs premiers bénéfices de la Gen AI pour trier et rédiger des millions de courriels" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/02/Mail-4-365x200.jpg" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Snowflake : comment ses clients tirent leurs premiers bénéfices de la Gen AI pour trier et rédiger des millions de courriels" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/actualites/snowflake-comment-ses-clients-tirent-leurs-premiers-benefices-de-la-gen-ai-pour-trier-et-rediger-des-millions-de-courriels-400476.htm" title="Snowflake : comment ses clients tirent leurs premiers bénéfices de la Gen AI pour trier et rédiger des millions de courriels"> Snowflake : comment ses clients tirent leurs premiers bénéfices de la Gen AI pour trier et rédiger des millions de courriels </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Pour les entreprises qui ont adopté l'IA générative, les économies réalisées grâce à l'automatisation sont là. Témoignages de deux clients.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-30T19:17:55+01:00">Par Tiernan Ray | 30 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/" title="Actualités"> Actualités </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/openai-250-millions-dutilisateurs-de-chaptgpt-par-semaine-400448.htm" title="OpenAI : 250 millions d'utilisateurs de ChaptGPT par semaine"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/openai_chatgpt-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="OpenAI : 250 millions d&#039;utilisateurs de ChaptGPT par semaine" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/openai_chatgpt-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="OpenAI : 250 millions d&#039;utilisateurs de ChaptGPT par semaine" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/actualites/openai-250-millions-dutilisateurs-de-chaptgpt-par-semaine-400448.htm" title="OpenAI : 250 millions d'utilisateurs de ChaptGPT par semaine"> OpenAI : 250 millions d'utilisateurs de ChaptGPT par semaine </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">La directrice financière de la société indique que la startup tire les trois quarts de ses revenus des abonnements grand public.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-30T17:49:26+01:00">Par Tiernan Ray | 30 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/" title="Actualités"> Actualités </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/logiciel-briefcam-les-policiers-et-les-gendarmes-globalement-dans-les-clous-malgre-lutilisation-de-la-reconnaissance-faciale-a-une-reprise-en-dehors-du-cadre-legal-400340.htm" title="Logiciel Briefcam : policiers et gendarmes globalement dans les clous..."> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/tobias-tullius-4dky7d3lkkm-unsplash-365x200.jpg" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Logiciel Briefcam : policiers et gendarmes globalement dans les clous..." decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/tobias-tullius-4dky7d3lkkm-unsplash-365x200.jpg" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Logiciel Briefcam : policiers et gendarmes globalement dans les clous..." decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/actualites/logiciel-briefcam-les-policiers-et-les-gendarmes-globalement-dans-les-clous-malgre-lutilisation-de-la-reconnaissance-faciale-a-une-reprise-en-dehors-du-cadre-legal-400340.htm" title="Logiciel Briefcam : policiers et gendarmes globalement dans les clous..."> Logiciel Briefcam : policiers et gendarmes globalement dans les clous... </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Le ministère de l’Intérieur vient enfin de rendre son rapport sur l’utilisation du logiciel controversé dans ses services, acheté sans évaluation juridique préalable. </p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-30T11:51:57+01:00">Par Louis Adam | 30 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/" title="Actualités"> Actualités </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/actualites/zdnet-morning-internet-archive-de-retour-un-generateur-dimages-mystere-euro-numerique-qui-gardera-le-controle-400387.htm" title="ZDNET Morning : Internet Archive de retour, générateur d'images mystère, Euro numérique,..."> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/zdnet_1280-365x200.jpg" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="ZDNET Morning : Internet Archive de retour, générateur d&#039;images mystère, Euro numérique,..." decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/zdnet_1280-365x200.jpg" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="ZDNET Morning : Internet Archive de retour, générateur d&#039;images mystère, Euro numérique,..." decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/actualites/zdnet-morning-internet-archive-de-retour-un-generateur-dimages-mystere-euro-numerique-qui-gardera-le-controle-400387.htm" title="ZDNET Morning : Internet Archive de retour, générateur d'images mystère, Euro numérique,..."> ZDNET Morning : Internet Archive de retour, générateur d'images mystère, Euro numérique,... </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Le ZDNET Morning le brief de l'actu tech pour les pros tous les matins à 9h00. Transformation numérique, IA, matériel, logiciels,... ne passez pas à côté de ce qui fait la Une du secteur.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-30T10:27:21+01:00">Par Louis Adam | 30 octobre 2024</time> </div> </article> </div> </div> </div><div class="cnzd__related-posts-bloc cnzd__vr--56"> <h1 class="cnzd__m-hdng cn__title-lg cn__font-primary cnzd__vr--16"> / Plus de guides d'achat </h1> <div class="cnzd-row cnzd__list--16 cnzd__vr--32"> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/" title="Guide d'achat"> Guide d'achat </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/analyse-de-donnees-claude-3-5-sonnet-vaut-il-chatgpt-non-400309.htm" title="Analyse de données : Claude 3.5 Sonnet vaut-il ChatGPT ? Non"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/03/mangazegettyimages-1513403586-365x200.jpg" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Analyse de données : Claude 3.5 Sonnet vaut-il ChatGPT ? Non" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/03/mangazegettyimages-1513403586-365x200.jpg" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Analyse de données : Claude 3.5 Sonnet vaut-il ChatGPT ? Non" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/guide-achat/analyse-de-donnees-claude-3-5-sonnet-vaut-il-chatgpt-non-400309.htm" title="Analyse de données : Claude 3.5 Sonnet vaut-il ChatGPT ? Non"> Analyse de données : Claude 3.5 Sonnet vaut-il ChatGPT ? Non </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">J'ai testé le nouvel outil gratuit d'analyse de données de Claude. Malheureusement, il se plante même sur de petits dataset. Et la version payante n'est guère meilleure.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-29T10:23:05+01:00">Par Louis Adam | 29 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/" title="Guide d'achat"> Guide d'achat </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/test-ray-ban-meta-wayfarer-limited-edition-des-lunettes-connectees-presque-parfaites-399785.htm" title="Test Ray-Ban Meta Wayfarer Limited edition : des lunettes connectées presque parfaites"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/ray-ban-meta-wayfarer-limited-edition-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Test Ray-Ban Meta Wayfarer Limited edition : des lunettes connectées presque parfaites" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/ray-ban-meta-wayfarer-limited-edition-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Test Ray-Ban Meta Wayfarer Limited edition : des lunettes connectées presque parfaites" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/guide-achat/test-ray-ban-meta-wayfarer-limited-edition-des-lunettes-connectees-presque-parfaites-399785.htm" title="Test Ray-Ban Meta Wayfarer Limited edition : des lunettes connectées presque parfaites"> Test Ray-Ban Meta Wayfarer Limited edition : des lunettes connectées presque parfaites </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Meta a commercialisé en édition limitée 7 500 paires de lunettes en verre photochromique. Elles impressionnent avec leur caméra, leurs réponses poussées par l’intelligence artificielle et leur performance en lecture audio.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-21T14:00:29+02:00">Par Matthew Miller | 21 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/" title="Guide d'achat"> Guide d'achat </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/test-asus-zenbook-s-14-cest-lun-meilleurs-ultraportables-de-2024-son-autonomie-atteint-la-journee-398115.htm" title="Test Asus Zenbook S 14 : c’est l’un meilleurs ultraportables de 2024, son autonomie atteint la journée"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/09/asus-zenbook-s-14-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Test Asus Zenbook S 14 : c’est l’un meilleurs ultraportables de 2024, son autonomie atteint la journée" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/09/asus-zenbook-s-14-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Test Asus Zenbook S 14 : c’est l’un meilleurs ultraportables de 2024, son autonomie atteint la journée" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/guide-achat/test-asus-zenbook-s-14-cest-lun-meilleurs-ultraportables-de-2024-son-autonomie-atteint-la-journee-398115.htm" title="Test Asus Zenbook S 14 : c’est l’un meilleurs ultraportables de 2024, son autonomie atteint la journée"> Test Asus Zenbook S 14 : c’est l’un meilleurs ultraportables de 2024, son autonomie atteint la journée </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Grâce à son nouveau processeur Intel Core Ultra 7 200V (Series 2), ce PC portable est prêt pour des expériences d'IA de nouvelle génération dans un gabarit plus léger et plus fin.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-09-26T16:00:05+02:00">Par Kyle Kucharski | 26 septembre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/" title="Guide d'achat"> Guide d'achat </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/guide-achat/nous-avons-essaye-tous-les-modeles-diphone-16-voici-nos-conseils-dachat-397349.htm" title="Nous avons essayé tous les modèles d'iPhone 16 : voici nos conseils d'achat"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/09/iphone-16-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Nous avons essayé tous les modèles d&#039;iPhone 16 : voici nos conseils d&#039;achat" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/09/iphone-16-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Nous avons essayé tous les modèles d&#039;iPhone 16 : voici nos conseils d&#039;achat" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/guide-achat/nous-avons-essaye-tous-les-modeles-diphone-16-voici-nos-conseils-dachat-397349.htm" title="Nous avons essayé tous les modèles d'iPhone 16 : voici nos conseils d'achat"> Nous avons essayé tous les modèles d'iPhone 16 : voici nos conseils d'achat </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">L'iPhone 16 est le dernier appareil en date à se lancer dans la course à l'IA. Mais la qualité matérielle pourrait bien être le facteur décisif d'achat. Explications.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-09-21T11:54:40+02:00">Par Kerry Wan | 21 septembre 2024</time> </div> </article> </div> </div> </div><div class="cnzd__related-posts-bloc cnzd__vr--56"> <h1 class="cnzd__m-hdng cn__title-lg cn__font-primary cnzd__vr--16"> / Plus de guides pratiques </h1> <div class="cnzd-row cnzd__list--16 cnzd__vr--32"> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/" title="Pratique"> Pratique </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/llm-ou-slm-5-conseils-pour-choisir-le-bon-modele-dia-pour-votre-entreprise-400164.htm" title="LLM ou SLM ? 5 conseils pour choisir le bon modèle d'IA pour votre entreprise"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/slm-et-llm-cubes-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="LLM ou SLM ? 5 conseils pour choisir le bon modèle d&#039;IA pour votre entreprise" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/slm-et-llm-cubes-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="LLM ou SLM ? 5 conseils pour choisir le bon modèle d&#039;IA pour votre entreprise" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/pratique/llm-ou-slm-5-conseils-pour-choisir-le-bon-modele-dia-pour-votre-entreprise-400164.htm" title="LLM ou SLM ? 5 conseils pour choisir le bon modèle d'IA pour votre entreprise"> LLM ou SLM ? 5 conseils pour choisir le bon modèle d'IA pour votre entreprise </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Quelle taille de modèle de langage d’intelligence artificielle répond à vos besoins ? Comment utiliser au mieux vos données ? Ces cadres nous donnent leur avis.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-28T10:28:12+01:00">Par Mark Samuels | 28 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/" title="Pratique"> Pratique </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/intelligence-artificielle-sept-trucs-et-astuces-pour-profiter-de-gemini-live-399733.htm" title="Intelligence artificielle : sept trucs et astuces pour profiter de Gemini Live"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/gemini-live-on-android-smartphone-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Intelligence artificielle : sept trucs et astuces pour profiter de Gemini Live" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/gemini-live-on-android-smartphone-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Intelligence artificielle : sept trucs et astuces pour profiter de Gemini Live" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/pratique/intelligence-artificielle-sept-trucs-et-astuces-pour-profiter-de-gemini-live-399733.htm" title="Intelligence artificielle : sept trucs et astuces pour profiter de Gemini Live"> Intelligence artificielle : sept trucs et astuces pour profiter de Gemini Live </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Désormais disponible pour tous les utilisateurs d'Android, le nouvel assistant de Google vous permet d'avoir une "vraie" conversation. Voici comment en tirer le meilleur parti.</p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-18T16:00:55+02:00">Par Lance Whitney | 18 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/" title="Pratique"> Pratique </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/intelligence-artificielle-gemini-live-desormais-disponible-sur-tous-les-smartphones-android-399540.htm" title="Intelligence artificielle : Gemini Live désormais disponible sur tous les smartphones Android"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/gemini-live-android-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Intelligence artificielle : Gemini Live désormais disponible sur tous les smartphones Android" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/gemini-live-android-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Intelligence artificielle : Gemini Live désormais disponible sur tous les smartphones Android" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/pratique/intelligence-artificielle-gemini-live-desormais-disponible-sur-tous-les-smartphones-android-399540.htm" title="Intelligence artificielle : Gemini Live désormais disponible sur tous les smartphones Android"> Intelligence artificielle : Gemini Live désormais disponible sur tous les smartphones Android </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Vous voulez un assistant vocal capable de converser naturellement avec vous dans six langues différentes et de surcroît gratuitement ? Si vous utilisez Android, vous avez de la chance. </p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-16T14:00:49+02:00">Par Sabrina Ortiz | 16 octobre 2024</time> </div> </article> </div> <div class="cnzd-col-xxs-12"> <article class="ed__i-lst"> <figure class="cn__level-two"> <span class="ed__i-lst__l cn__body-xs"> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/" title="Pratique"> Pratique </span> </span> <span data-action="jslink" data-ref="https://www.zdnet.fr/pratique/business-votre-entreprise-a-t-elle-besoin-dun-responsable-de-lia-399412.htm" title="Business : votre entreprise a-t-elle besoin d'un responsable de l'IA ?"> <img width="365" height="200" decoding="async" src="/rw-placeholder/365/200/image.svg" data-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/cerveau-gettyimages-1349695388-365x200.webp" class="lazy-load cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Business : votre entreprise a-t-elle besoin d&#039;un responsable de l&#039;IA ?" decoding="async" /><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/10/cerveau-gettyimages-1349695388-365x200.webp" class="cnzd__ar--xxs-s cnzd__ar--xs-s cnzd__ar--sm-s cnzd__ar--md-s cnzd__ar--lg-w cnzd__ar--xl-w zoom-it wp-post-image" alt="Business : votre entreprise a-t-elle besoin d&#039;un responsable de l&#039;IA ?" decoding="async" /></noscript> </span> </figure> <div class="ed__i-lst__c"> <h2 class="ed__i-lst__c__h cn__title-sm cn__font-primary--has-hover"> <a href="https://www.zdnet.fr/pratique/business-votre-entreprise-a-t-elle-besoin-dun-responsable-de-lia-399412.htm" title="Business : votre entreprise a-t-elle besoin d'un responsable de l'IA ?"> Business : votre entreprise a-t-elle besoin d'un responsable de l'IA ? </a> </h2> <p class="cn__body-md cn__font-primary ed__i-lst__c__txt">Il doit y avoir un cadre supérieur qui veille à ce que la mise en œuvre de l'intelligence artificielle dans la société soit fiable et sécurisée. Voici à quoi devrait ressembler cette personne selon les experts. </p> <time class="ed__i-lst__c__i cn__body-xs cn__font-quaternary" datetime="2024-10-14T16:45:37+02:00">Par Mark Samuels | 14 octobre 2024</time> </div> </article> </div> </div> </div> </div> </div> <div class="related-articles"> <span class="cn__body-lg cn__font--700 related-articles__title">À lire également</span> <ul class="related-articles__content"> <li><a class="cn__body-lg cn__font--700 cn__font-primary" href="https://www.zdnet.fr/pratique/llm-ou-slm-5-conseils-pour-choisir-le-bon-modele-dia-pour-votre-entreprise-400164.htm">LLM ou SLM ? 5 conseils pour choisir le bon modèle d'IA pour votre entreprise</a></li> </ul> </div> <ul class="cnzd__a-tg-lst cn__body-sm cnzd__vr--8"> <li> <a class="cn__font-primary--has-hover" href="https://www.zdnet.fr/actualites/chatgpt-4000238134q.htm">ChatGPT</a> </li> <li> <a class="cn__font-primary--has-hover" href="https://www.zdnet.fr/actualites/ia-generative-6671q.htm">IA Générative</a> </li> <li> <a class="cn__font-primary--has-hover" href="https://www.zdnet.fr/actualites/intelligence-artificielle-ia-4000237536q.htm">Intelligence artificielle (IA)</a> </li> <li> <a class="cn__font-primary--has-hover" href="https://www.zdnet.fr/actualites/technologie-3900046190q.htm">Technologie</a> </li> </ul> <form id="zdnet_newsletter_inread" action="/inscription" method="POST"> <input type="hidden" id="zdnet_newsletter_category" name="zdnet_newsletter_category" value="zd_news"> <div class="cnzd-col-xxs-12 cnzd__newsletter cnzd_form-layout"> <div class="cnzd_form-layout__title cn__title-sm cn__font-primary">Toute l’actualité de la culture tech chaque semaine dans notre newsletter</div> <div class="cnzd_form-layout__input"> <input type="email" value="" id="zdnet_newsletter_email" name="zdnet_newsletter_email" autocomplete="email" placeholder="Adresse mail" required> </div> <div class="cnzd_form-layout__btn"> <input class="cnzd__a-btn is--role-primary connexion-submit" type="submit" value="S'inscrire"> </div> <div class="cnzd_form-layout__cnd nl-description"><a href="/politique-de-confidentialite">En savoir plus sur l’utilisation des données personnelles</a></div> </div> </form><div class="zd__o-bloc-it cnzd__vr--40"> <div class="zd__o-bloc-it__h"> <h3 class="cn__title-sm cn__font-primary cn__font--600">/ Powercenter</h3> <h4 class="cn__body-md cn__font-primary cn__font--400">3 dossiers IT à découvrir chaque mois</h4> </div> <div class="cnzd-row cnzd__vr--16 zd__o-bloc-it__items is--dark"> <div class="cnzd-col-xxs-12 cnzd-col-sm-4 ed__i-crd-pwr"> <a href="https://www.zdnet.fr/dossier/instaurer-la-confiance-en-ligne-une-affaire-de-pros-4000238192.htm" target="_blank"> <div class="cnzd_folder-container"> <img width="365" height="200" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20365%20200'%3E%3C/svg%3E" alt="Comment les opérateurs télécoms accompagnent les entreprises dans leurs moments de vie ?" data-lazy-src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/02/pic_dossier_400-365x200.jpg"><noscript><img width="365" height="200" src="https://www.zdnet.fr/wp-content/uploads/zdnet/2024/02/pic_dossier_400-365x200.jpg" alt="Comment les opérateurs télécoms accompagnent les entreprises dans leurs moments de vie ?"></noscript> <div class="cnzd__vr--8 cn__body-md cn__font-primary cn__font--700">Instaurer la confiance en ligne, une affaire de pros</div> <div class="ed__i-crd-pwr__desc cnzd__vr--8 cn__body-sm cn__font-primary">La dématérialisation de nombreux processus métiers pose la question de la confiance dans les documents et les transactions entre organisations. 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