{"id":8744,"date":"2025-08-20T12:50:59","date_gmt":"2025-08-20T12:50:59","guid":{"rendered":"https:\/\/textirama.be\/ai-et-textiles-les-textiles-comme-mere-silencieuse-de-lintelligence-artificielle\/"},"modified":"2026-01-19T16:11:23","modified_gmt":"2026-01-19T16:11:23","slug":"ai-et-textiles-les-textiles-comme-mere-silencieuse-de-lintelligence-artificielle","status":"publish","type":"post","link":"https:\/\/textirama.be\/fr\/ai-et-textiles-les-textiles-comme-mere-silencieuse-de-lintelligence-artificielle\/","title":{"rendered":"AI et Textiles: les textiles comme m\u00e8re silencieuse de l\u2019intelligence artificielle"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8744\" class=\"elementor elementor-8744 elementor-5835\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e48d5c4 e-flex e-con-boxed e-con e-parent\" data-id=\"1e48d5c4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-791e7b96 elementor-widget elementor-widget-text-editor\" data-id=\"791e7b96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><em>\u00ab L\u2019id\u00e9e que des motifs et des instructions puissent \u00eatre transmis par des codes, vient directement du tissage \u00bb<\/em><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ee7333 e-flex e-con-boxed e-con e-parent\" data-id=\"1ee7333\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5c67b9 elementor-widget elementor-widget-text-editor\" data-id=\"e5c67b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00c0 premi\u00e8re vue, les textiles et l\u2019IA peuvent sembler appartenir \u00e0 deux mondes totalement diff\u00e9rents. Pourtant, les textiles sont la m\u00e8re silencieuse de l\u2019intelligence artificielle. \u00ab <em>C\u2019est int\u00e9ressant de rappeler le lien historique entre le travail du tissu et l\u2019informatique<\/em> \u00bb, \u00e9crit C\u00e9cile Babiole, artiste des technologies et des donn\u00e9es, sur son blog, en soulignant le lien historique entre l\u2019informatique et les textiles. <\/p><p>L\u2019exposition parisienne <em>Le Monde selon l\u2019IA,<\/em> qui explore l\u2019histoire de l\u2019intelligence artificielle et des LLM (grands mod\u00e8les de langage tels que ChatGPT-3), fait \u00e9galement r\u00e9f\u00e9rence \u00e0 Ada Lovelace, Charles Babbage \u2014 et, moins connu mais tout aussi important \u2014 Jacquard, l&rsquo;inventeur du m\u00e9tier \u00e0 tisser &lsquo;jacquard&rsquo;.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cf1073 elementor-widget elementor-widget-heading\" data-id=\"3cf1073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Du m\u00e9tier \u00e0 tisser \u00e0 l\u2019ordinateur<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4f68e6 elementor-widget elementor-widget-text-editor\" data-id=\"e4f68e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pour esquisser les origines de l\u2019IA, il faut remonter \u00e0 l\u2019an 800, au savant arabe Al-Khw\u00e2rizm\u00ee \u2014 dont le nom a donn\u00e9 le mot \u00ab algorithme \u00bb. Il est consid\u00e9r\u00e9 comme le p\u00e8re de l\u2019alg\u00e8bre, car il a pos\u00e9 les bases de la r\u00e9solution des \u00e9quations par simplification, recomposition de parties fragment\u00e9es ou ajout de termes n\u00e9gatifs de part et d\u2019autre. <\/p><p>Au cours des si\u00e8cles suivants apparaissent les premi\u00e8res calculatrices m\u00e9caniques, mais la v\u00e9ritable automatisation n\u2019\u00e9merge qu\u2019au XIX\u1d49 si\u00e8cle avec l\u2019invention du m\u00e9tier \u00e0 tisser Jacquard. Ce m\u00e9tier utilisait des cartes perfor\u00e9es pour tisser m\u00e9caniquement des motifs complexes. Ce syst\u00e8me a inspir\u00e9 des pionniers tels que Charles Babbage et Ada Lovelace dans le d\u00e9veloppement des premiers concepts d\u2019ordinateur programmable. L\u2019id\u00e9e m\u00eame que des motifs et des instructions puissent \u00eatre transmis par des codes vient directement du tissage.   <\/p><p>\u00ab <em>Je regrette sinc\u00e8rement que l\u2019influence du tissage sur la technologie informatique ait \u00e9t\u00e9 partiellement effac\u00e9e, dans le sens o\u00f9 les fils sont des ordinateurs ancestraux, qui existaient bien avant l\u2019apparition de l\u2019\u00e9lectricit\u00e9<\/em> \u00bb, d\u00e9clare Diane Cescutti. Autrement dit, les fils et les structures des m\u00e9tiers \u00e0 tisser constituent la source primitive des syst\u00e8mes num\u00e9riques actuels.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-96f0eaf e-grid e-con-full e-con e-child\" data-id=\"96f0eaf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4abe848 elementor-widget elementor-widget-image\" data-id=\"4abe848\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1009\" height=\"1024\" src=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52-1009x1024.png\" class=\"attachment-large size-large wp-image-8748\" alt=\"\" srcset=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52-1009x1024.png 1009w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52-296x300.png 296w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52-768x779.png 768w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52-600x609.png 600w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/Screenshot-2025-08-20-at-17.12.52.png 1370w\" sizes=\"(max-width: 1009px) 100vw, 1009px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ea4b3e elementor-widget elementor-widget-image\" data-id=\"2ea4b3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/816E43CE-95B7-4253-90E8-0D3A1F1785A8_1_105_c.jpeg\" class=\"attachment-large size-large wp-image-8747\" alt=\"punch cards for textile weaving, mother of AI; ponskaarten voor textiel, moeder van AI\" srcset=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/816E43CE-95B7-4253-90E8-0D3A1F1785A8_1_105_c.jpeg 1024w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/816E43CE-95B7-4253-90E8-0D3A1F1785A8_1_105_c-300x225.jpeg 300w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/816E43CE-95B7-4253-90E8-0D3A1F1785A8_1_105_c-768x576.jpeg 768w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/816E43CE-95B7-4253-90E8-0D3A1F1785A8_1_105_c-600x450.jpeg 600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-370c33a elementor-widget elementor-widget-heading\" data-id=\"370c33a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Des cartes perfor\u00e9es \u00e0 l\u2019IA<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80fa68e elementor-widget elementor-widget-text-editor\" data-id=\"80fa68e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>D\u2019une certaine mani\u00e8re, les algorithmes ne sont rien d\u2019autre que des tissus num\u00e9riques : des structures qui organisent, relient et transforment l\u2019information. Le tissage des fils devient ainsi une m\u00e9taphore du tissage des donn\u00e9es. Cela explique \u00e9galement pourquoi l\u2019IA et l\u2019apprentissage automatique trouvent un terrain d\u2019application si fertile dans le secteur textile lui-m\u00eame.   <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bdfc5d elementor-widget elementor-widget-heading\" data-id=\"5bdfc5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Jumeaux num\u00e9riques et mat\u00e9riaux innovants<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c611bc elementor-widget elementor-widget-text-editor\" data-id=\"3c611bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Aujourd\u2019hui, l\u2019IA joue un r\u00f4le crucial dans le d\u00e9veloppement de nouveaux mat\u00e9riaux textiles. Gr\u00e2ce aux <em>jumeaux num\u00e9riques<\/em> \u2014 des copies virtuelles qui simulent un tissu ou un produit \u2014 les designers et les ing\u00e9nieurs peuvent exp\u00e9rimenter des motifs, des structures et des propri\u00e9t\u00e9s sans gaspiller de mati\u00e8re physique. Cela acc\u00e9l\u00e8re l\u2019innovation et permet la cr\u00e9ation de tissus durables et \u00e0 haute performance.   <\/p>\n<p>Parmi les exemples figurent les textiles intelligents qui r\u00e9agissent \u00e0 la chaleur ou au mouvement, ou encore de nouveaux composites de fibres plus l\u00e9gers, plus r\u00e9sistants et plus durables. Gr\u00e2ce aux simulations et aux analyses pilot\u00e9es par l\u2019IA, ces innovations peuvent \u00eatre d\u00e9velopp\u00e9es plus rapidement et plus efficacement.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f793212 elementor-widget elementor-widget-heading\" data-id=\"f793212\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Exemples de jumeaux num\u00e9riques dans l\u2019industrie textile<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5e9a61 elementor-widget elementor-widget-text-editor\" data-id=\"c5e9a61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les donn\u00e9es issues des machines \u00e0 tisser, des proc\u00e9d\u00e9s de tricotage ou des essais de mat\u00e9riaux sont collect\u00e9es gr\u00e2ce \u00e0 des capteurs et des outils de simulation. Ces donn\u00e9es alimentent le mod\u00e8le num\u00e9rique, capable de pr\u00e9dire le comportement d&rsquo;un tissu : son \u00e9lasticit\u00e9, sa durabilit\u00e9, son drap\u00e9 et sa r\u00e9action \u00e0 la chaleur et \u00e0 l&rsquo;humidit\u00e9.  <br><br>Dans la litt\u00e9rature, les jumeaux num\u00e9riques appliqu\u00e9s aux textiles sont rarement mentionn\u00e9s \u2014 \u00e0 tort, car l\u2019industrie textile est pionni\u00e8re en la mati\u00e8re, notamment en Belgique.  <\/p><p>Quelques exemples:<\/p><ul><li style=\"margin: 0cm; font-size: 12pt; font-family: 'Times New Roman', serif;\"><b>Tonickx<\/b> cr\u00e9e des tissus virtuels pour le prototypage num\u00e9rique et l\u2019essayage par les consommateurs avant la mise en production d\u2019un design. L\u2019entreprise a \u00e9t\u00e9 nomin\u00e9e en 2021 pour le prix de la Fondation Textirama. Les jumeaux num\u00e9riques ne sont pas nouveaux, mais ont consid\u00e9rablement \u00e9volu\u00e9 ces derni\u00e8res ann\u00e9es gr\u00e2ce \u00e0 l\u2019augmentation explosive de la puissance de calcul et du traitement des donn\u00e9es, rendant l\u2019entra\u00eenement des mod\u00e8les d\u2019IA plus rapide et plus efficace.    <\/li><li style=\"margin: 0cm; font-size: 12pt; font-family: 'Times New Roman', serif;\"><b>Vandewiele<\/b>, entreprise belge, est un leader du march\u00e9 dans le d\u00e9veloppement et la fabrication de machines \u00e0 tisser de haute technologie, principalement pour les tapis et les textiles techniques. Elle est pionni\u00e8re dans le domaine des donn\u00e9es et de l&rsquo;intelligence artificielle.  <\/li><li style=\"margin: 0cm; font-size: 12pt; font-family: 'Times New Roman', serif;\"><b>Twinbru<\/b>, une entreprise textile belge, cr\u00e9e des jumeaux num\u00e9riques de haute qualit\u00e9 pour les textiles, permettant aux cr\u00e9ateurs et aux marques de visualiser les tissus en 3D de mani\u00e8re r\u00e9aliste avant leur production physique. NVIDIA est l&rsquo;un de ses partenaires. NVIDIA d\u00e9veloppe des processeurs graphiques et d&rsquo;IA puissants qui alimentent des applications telles que les jeux vid\u00e9o, les centres de donn\u00e9es et l&rsquo;intelligence artificielle, ce qui en fait un acteur essentiel du progr\u00e8s num\u00e9rique et technologique mondial.   <\/li><li style=\"margin: 0cm; font-size: 12pt; font-family: 'Times New Roman', serif;\"><b>Lectra<\/b>, \u00e0 l\u2019origine une entreprise fran\u00e7aise, propose des logiciels pilot\u00e9s par l\u2019IA qui optimisent les processus et les patrons de d\u00e9coupe de tissus pour les secteurs de l\u2019automobile, de la mode et de l\u2019ameublement, r\u00e9duisant drastiquement les d\u00e9chets. <\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28c4e10 elementor-widget elementor-widget-text-editor\" data-id=\"28c4e10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>L\u2019histoire de l\u2019IA et des textiles montre que l\u2019artisanat et la technologie ne sont pas s\u00e9par\u00e9s, mais se renforcent mutuellement. L\u00e0 o\u00f9 les fils du m\u00e9tier \u00e0 tisser formaient autrefois les premiers motifs logiques, l\u2019IA tisse aujourd\u2019hui les r\u00e9seaux de notre avenir. Les textiles demeurent ainsi, plus que jamais, une source d\u2019inspiration et d\u2019innovation.   <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ccb3ca elementor-widget elementor-widget-image\" data-id=\"4ccb3ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-image-8746\" alt=\"\" srcset=\"https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-1024x683.jpg 1024w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-300x200.jpg 300w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-768x512.jpg 768w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-1536x1024.jpg 1536w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash-600x400.jpg 600w, https:\/\/textirama.be\/wp-content\/uploads\/2025\/08\/mitchell-luo-eSM4HJZog34-unsplash.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27f042b e-flex e-con-boxed e-con e-parent\" data-id=\"27f042b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d432419 elementor-widget elementor-widget-template\" data-id=\"d432419\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"5872\" class=\"elementor elementor-5872\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-140d83ad e-flex e-con-boxed e-con e-parent\" data-id=\"140d83ad\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974d369 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider\" data-id=\"974d369\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tBelgian companies metioned in this post\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a49e691 e-grid e-con-boxed e-con e-parent\" data-id=\"a49e691\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3460d69 elementor-widget elementor-widget-image\" data-id=\"3460d69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a 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