{"id":14299,"date":"2024-09-22T10:54:13","date_gmt":"2024-09-22T10:54:13","guid":{"rendered":"https:\/\/dailyai.com\/?p=14299"},"modified":"2024-09-23T17:18:41","modified_gmt":"2024-09-23T17:18:41","slug":"the-2024-nature-index-reveals-how-ai-is-transforming-every-aspect-of-scientific-research","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2024\/09\/the-2024-nature-index-reveals-how-ai-is-transforming-every-aspect-of-scientific-research\/","title":{"rendered":"L'indice Nature 2024 r\u00e9v\u00e8le comment l'IA transforme tous les aspects de la recherche scientifique."},"content":{"rendered":"<p><strong>Le suppl\u00e9ment 2024 de l'index Nature sur l'intelligence artificielle, publi\u00e9 cette semaine, r\u00e9v\u00e8le un monde scientifique en proie \u00e0 un changement de paradigme induit par l'IA.\u00a0<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Ce rapport annuel, publi\u00e9 par la revue Nature, \u00e9value la qualit\u00e9 de la science en mesurant les r\u00e9sultats de la recherche dans 82 revues de sciences naturelles, s\u00e9lectionn\u00e9es par un panel ind\u00e9pendant de chercheurs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La derni\u00e8re \u00e9dition illustre comment l'IA ne se contente pas de changer les sujets \u00e9tudi\u00e9s par les scientifiques, mais modifie fondamentalement la mani\u00e8re dont la recherche est men\u00e9e, \u00e9valu\u00e9e et appliqu\u00e9e \u00e0 l'\u00e9chelle mondiale.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'une des tendances les plus frappantes r\u00e9v\u00e9l\u00e9es par l'indice est la mont\u00e9e en puissance des <\/span><a href=\"https:\/\/www.nature.com\/articles\/d41586-024-02986-2\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">recherche sur l'IA dans les entreprises<\/span><\/a><span style=\"font-weight: 400;\">. Les entreprises am\u00e9ricaines ont plus que doubl\u00e9 leur production dans les revues de Nature Index depuis 2019, leur part (une m\u00e9trique utilis\u00e9e par l'Index pour mesurer la production de recherche) passant de 51,8 \u00e0 106,5.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Toutefois, cette explosion de l'activit\u00e9 de R&amp;D s'accompagne d'une mise en garde : elle ne repr\u00e9sente encore que 3,8% du total des r\u00e9sultats de la recherche am\u00e9ricaine en mati\u00e8re d'IA dans ces publications. En substance, malgr\u00e9 une augmentation importante de la R&amp;D en IA dans les entreprises, ces efforts ne se sont pas refl\u00e9t\u00e9s dans les r\u00e9sultats de la recherche publique.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cela soul\u00e8ve des questions sur la localisation de la recherche des entreprises en mati\u00e8re d'IA. Les entreprises publient-elles leurs travaux les plus novateurs dans d'autres lieux ou les gardent-elles sous cl\u00e9 ? <\/span><\/p>\n<p>La r\u00e9ponse est une question de noms et de r\u00e9cits concurrents. OpenAI, Microsoft, Google, Anthropic et une poign\u00e9e d'autres sont fermement ancr\u00e9s dans le mod\u00e8le \u00e0 source ferm\u00e9e, mais l'industrie de l'IA \u00e0 source ouverte, men\u00e9e par Meta, Mistral et d'autres, gagne rapidement du terrain.<\/p>\n<p><span style=\"font-weight: 400;\">La disparit\u00e9 de financement entre les entreprises priv\u00e9es et les institutions publiques dans le domaine de la recherche sur l'IA est stup\u00e9fiante.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En 2021, selon le rapport AI Index de l'universit\u00e9 de Stanford, les investissements du secteur priv\u00e9 dans l'IA \u00e0 l'\u00e9chelle mondiale ont atteint environ $93,5 milliards d'euros.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cela inclut les d\u00e9penses des g\u00e9ants de la technologie tels que Google, Microsoft et Amazon, ainsi que des startups ax\u00e9es sur l'IA et d'autres entreprises dans divers secteurs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En revanche, le financement public de la recherche sur l'IA est beaucoup plus faible. En 2021, le gouvernement am\u00e9ricain a consacr\u00e9 environ 1,5 milliard de dollars \u00e0 la recherche sur l'IA non militaire, tandis que la Commission europ\u00e9enne a allou\u00e9 environ 1 milliard d'euros (approximativement 1,1 milliard de dollars) \u00e0 la recherche sur l'IA cette ann\u00e9e-l\u00e0.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cette lacune dans les d\u00e9penses en ressources donne aux entreprises priv\u00e9es un avantage dans le d\u00e9veloppement de l'IA. Elles peuvent s'offrir des ressources informatiques plus puissantes et des ensembles de donn\u00e9es plus importants, et attirer les meilleurs talents gr\u00e2ce \u00e0 des salaires plus \u00e9lev\u00e9s.<\/span><\/p>\n<p>\"Nous nous trouvons de plus en plus dans une situation o\u00f9 la recherche de pointe en mati\u00e8re d'IA se fait principalement dans les laboratoires de recherche d'un petit nombre d'entreprises bas\u00e9es pour la plupart aux \u00c9tats-Unis\". <a href=\"https:\/\/www.nature.com\/articles\/d41586-024-02985-3\">a expliqu\u00e9 Holger Hoos<\/a>chercheur en IA \u00e0 l'universit\u00e9 RWTH d'Aix-la-Chapelle, en Allemagne.<\/p>\n<p><span style=\"font-weight: 400;\">Alors que les \u00c9tats-Unis conservent leur avance dans la recherche sur l'IA, des pays comme la Chine, le Royaume-Uni et l'Allemagne \u00e9mergent en tant que centres majeurs d'innovation et de collaboration.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Toutefois, cette croissance n'est pas uniforme dans le monde entier.\u00a0<\/span><span style=\"font-weight: 400;\">L'Afrique du Sud est le seul pays africain \u00e0 figurer parmi les 40 premiers pays pour la production d'IA, ce qui montre que la fracture num\u00e9rique risque de s'aggraver \u00e0 l'\u00e8re de l'IA.\u00a0<\/span><\/p>\n<h2><strong>L'IA dans l'\u00e9valuation par les pairs : promesses et dangers<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">L'examen par les pairs garantit la rigueur acad\u00e9mique et m\u00e9thodologique ainsi que la transparence lorsque des articles sont soumis \u00e0 des revues. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Cette ann\u00e9e, un article absurde pr\u00e9sentant des testicules de rats g\u00e9ants g\u00e9n\u00e9r\u00e9s par l'IA a \u00e9t\u00e9 publi\u00e9. <\/span><a href=\"https:\/\/dailyai.com\/fr\/2024\/02\/peer-reviewed-paper-published-in-frontiers-with-nonsense-ai-images\/\"><span style=\"font-weight: 400;\">publi\u00e9 dans Frontiers<\/span><\/a><span style=\"font-weight: 400;\">Le processus d'\u00e9valuation par les pairs est loin d'\u00eatre imp\u00e9n\u00e9trable.<\/span><\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Quelqu'un a utilis\u00e9 <span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">DALL-E<\/span><\/span><\/span><\/span><\/span><\/span><\/span> de cr\u00e9er des chiffres scientifiques en charabia et de les soumettre \u00e0 la Commission europ\u00e9enne. <span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">Frontiers Journal<\/span><\/span><\/span><\/span><\/span><\/span><\/span>. Et devinez quoi ? L'\u00e9diteur l'a publi\u00e9. LOL<a href=\"https:\/\/t.co\/hjQkRQDkal\">https:\/\/t.co\/hjQkRQDkal<\/a> <a href=\"https:\/\/t.co\/aV1USo6Vt2\">https:\/\/t.co\/aV1<span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">US<\/span><\/span><\/span><\/span><\/span><\/span><\/span>o6Vt2<\/a> <a href=\"https:\/\/t.co\/VAkjJkY4dR\">pic.twitter.com\/VAkjJkY4dR<\/a><\/p>\n<p>- Veera Rajagopal \uea00 (@doctorveera) <a href=\"https:\/\/twitter.com\/doctorveera\/status\/1758130007400915131?ref_src=twsrc%5Etfw\">15 f\u00e9vrier 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><span style=\"font-weight: 400;\">Des exp\u00e9riences r\u00e9centes ont montr\u00e9 que l'IA peut produire des rapports d'\u00e9valuation de la recherche qui ne se distinguent pratiquement pas de ceux r\u00e9dig\u00e9s par des experts humains.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'ann\u00e9e derni\u00e8re, <\/span><a href=\"https:\/\/dailyai.com\/fr\/2023\/10\/chatgpt-shows-strengths-in-emulating-the-peer-review-process\/\"><span style=\"font-weight: 400;\">une exp\u00e9rience<\/span><\/a><span style=\"font-weight: 400;\"> en testant les \u00e9valuations par les pairs de ChatGPT par rapport aux \u00e9valuateurs humains sur le m\u00eame article, on a constat\u00e9 que plus de 50% des commentaires de l'IA sur les articles de Nature et plus de 77% sur les articles de l'ICLR s'alignaient sur les points soulev\u00e9s par les \u00e9valuateurs humains.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bien entendu, ChatGPT est beaucoup plus rapide que les \u00e9valuateurs humains. \"Il est de plus en plus difficile pour les chercheurs d'obtenir un retour d'information de qualit\u00e9 de la part des \u00e9valuateurs\", a d\u00e9clar\u00e9 James Zou de l'universit\u00e9 de Stanford, le chercheur principal de cette exp\u00e9rience.<\/span><\/p>\n<p>La relation entre l'IA et la recherche soul\u00e8ve des questions fondamentales sur l'\u00e9valuation scientifique et sur la question de savoir si le jugement humain est intrins\u00e8que au processus. L'\u00e9quilibre entre l'efficacit\u00e9 de l'IA et la perspicacit\u00e9 humaine est l'une des nombreuses questions cl\u00e9s auxquelles les scientifiques de tous horizons devront faire face dans les ann\u00e9es \u00e0 venir.<\/p>\n<p>L'IA pourrait bient\u00f4t \u00eatre capable de g\u00e9rer l'ensemble du processus de recherche, du d\u00e9but \u00e0 la fin, ce qui pourrait permettre d'\u00e9carter compl\u00e8tement les chercheurs humains.<\/p>\n<p>Par exemple, <a href=\"https:\/\/dailyai.com\/fr\/2024\/08\/ai-scientist-performs-fully-automatic-scientific-discovery\/\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\"><span class=\"noTranslate\" data-no-translation=\"\">Sakana<\/span><\/span><\/span><\/span><\/span><\/span><\/span>Le scientifique de l'IA de la<\/a> g\u00e9n\u00e8re de mani\u00e8re autonome de nouvelles id\u00e9es de recherche, con\u00e7oit et m\u00e8ne des exp\u00e9riences, et m\u00eame r\u00e9dige et r\u00e9vise des articles scientifiques. Cela laisse pr\u00e9sager un avenir o\u00f9 l'IA pourrait \u00eatre \u00e0 l'origine de d\u00e9couvertes scientifiques avec une intervention humaine minimale.<\/p>\n<p><span style=\"font-weight: 400;\">Sur le plan m\u00e9thodologique, l'utilisation de l'apprentissage machine (ML) pour traiter et analyser les donn\u00e9es comporte des risques. Princeton <\/span><a href=\"https:\/\/dailyai.com\/fr\/2024\/05\/princeton-led-team-warns-that-machine-learning-brings-peril-to-science\/\"><span style=\"font-weight: 400;\">les chercheurs ont fait valoir<\/span><\/a><span style=\"font-weight: 400;\"> que de nombreuses techniques de ML ne peuvent pas \u00eatre facilement reproduites, ce qui nuit \u00e0 la reproductibilit\u00e9 des exp\u00e9riences - un principe cl\u00e9 de la science de haute qualit\u00e9.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En d\u00e9finitive, la mont\u00e9e en puissance de l'IA dans tous les aspects de la recherche et de la science s'acc\u00e9l\u00e8re, et le processus est probablement irr\u00e9versible.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">L'ann\u00e9e derni\u00e8re, Nature <\/span><a href=\"https:\/\/dailyai.com\/fr\/2023\/09\/science-journal-nature-surveys-1600-researchers-about-ai\/\"><span style=\"font-weight: 400;\">a interrog\u00e9 1 600 chercheurs<\/span><\/a><span style=\"font-weight: 400;\"> et a r\u00e9v\u00e9l\u00e9 que 66% pensent que l'IA permet un traitement plus rapide des donn\u00e9es, 58% qu'elle acc\u00e9l\u00e8re des analyses auparavant infaisables, et 55% qu'elle constitue une solution permettant de gagner du temps et de l'argent.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Comme le conclut Simon Baker, auteur principal de l'aper\u00e7u du suppl\u00e9ment, \"l'IA modifie \u00e0 jamais la fa\u00e7on dont les chercheurs travaillent, mais l'expertise humaine doit continuer \u00e0 s'imposer\" : \"L'IA change \u00e0 jamais la fa\u00e7on dont les chercheurs travaillent, mais l'expertise humaine doit continuer \u00e0 s'imposer.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La question est maintenant de savoir comment la communaut\u00e9 scientifique mondiale s'adaptera au r\u00f4le de l'IA dans la recherche, en veillant \u00e0 ce que la r\u00e9volution scientifique de l'IA profite \u00e0 l'ensemble de l'humanit\u00e9, sans que des risques impr\u00e9vus ne viennent perturber la science.\u00a0\u00a0<\/span><\/p>\n<p>Comme pour de nombreux aspects de la technologie, la ma\u00eetrise des avantages et des risques est un d\u00e9fi, mais elle est n\u00e9cessaire pour garantir un avenir s\u00fbr.<\/p>","protected":false},"excerpt":{"rendered":"<p>Le suppl\u00e9ment 2024 de l'indice Nature sur l'intelligence artificielle, publi\u00e9 cette semaine, r\u00e9v\u00e8le un monde scientifique en plein changement de paradigme induit par l'intelligence artificielle.  Ce rapport annuel, publi\u00e9 par la revue Nature, recense les travaux scientifiques de haute qualit\u00e9 en mesurant les r\u00e9sultats de la recherche dans 82 revues de sciences naturelles, s\u00e9lectionn\u00e9es par un panel ind\u00e9pendant de chercheurs. La derni\u00e8re \u00e9dition montre que l'IA ne se contente pas de modifier ce que les scientifiques \u00e9tudient, mais qu'elle modifie fondamentalement la mani\u00e8re dont la recherche est men\u00e9e, \u00e9valu\u00e9e et appliqu\u00e9e \u00e0 l'\u00e9chelle mondiale.  L'une des tendances les plus frappantes r\u00e9v\u00e9l\u00e9es par l'index est l'essor de la recherche en IA dans les entreprises. Les entreprises am\u00e9ricaines ont plus que doubl\u00e9 leur production dans le domaine de l'IA.<\/p>","protected":false},"author":2,"featured_media":14303,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[105,135],"class_list":["post-14299","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-machine-learning","tag-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The 2024 Nature Index reveals how AI is transforming every aspect of scientific research | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2024\/09\/the-2024-nature-index-reveals-how-ai-is-transforming-every-aspect-of-scientific-research\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The 2024 Nature Index reveals how AI is transforming every aspect of scientific research | DailyAI\" \/>\n<meta property=\"og:description\" content=\"The 2024 Nature Index supplement on Artificial Intelligence, released this week, reveals a scientific world in the throes of an AI-driven paradigm shift.\u00a0 This annual report, published by the journal Nature, tracks high-quality science by measuring research outputs in 82 natural science journals, selected by an independent panel of researchers. The latest edition illustrates how AI is not just changing what scientists study, but fundamentally altering how research is conducted, evaluated, and applied globally.\u00a0 One of the most striking trends revealed in the Index is the surge in corporate AI research. US companies have more than doubled their output in\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/fr\/2024\/09\/the-2024-nature-index-reveals-how-ai-is-transforming-every-aspect-of-scientific-research\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-22T10:54:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-23T17:18:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/09\/DALL\u00b7E-2024-09-22-11.55.33-A-smooth-and-photorealistic-depiction-of-AI-transforming-scientific-research.-In-the-center-a-glowing-AI-brain-or-neural-network-is-elegantly-integra.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" 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