{"id":27494,"date":"2026-03-24T16:23:26","date_gmt":"2026-03-24T21:23:26","guid":{"rendered":"https:\/\/www.planhub.ca\/blog\/?p=27494"},"modified":"2026-03-24T16:23:29","modified_gmt":"2026-03-24T21:23:29","slug":"ia-conception-puces-5g-princeton","status":"publish","type":"post","link":"https:\/\/www.planhub.ca\/blog\/fr\/ia-conception-puces-5g-princeton\/","title":{"rendered":"L’IA con\u00e7oit des puces sans-fil impossibles \u00e0 comprendre pour les humains"},"content":{"rendered":"\n

Des chercheurs de Princeton et de l’IIT Madras ont utilis\u00e9 l’IA pour concevoir des puces sans-fil millim\u00e9triques qui surpassent tout ce que les ing\u00e9nieurs humains ont produit. Probl\u00e8me : m\u00eame leurs cr\u00e9ateurs ne comprennent pas vraiment comment elles fonctionnent.<\/em><\/p>\n\n\n\n

Des circuits qui ressemblent \u00e0 du hasard, mais qui surpassent tout<\/strong> <\/h2>\n\n\n\n

L’\u00e9quipe du Sengupta Lab de Princeton a publi\u00e9 en d\u00e9cembre 2024 dans Nature Communications une m\u00e9thode bas\u00e9e sur un r\u00e9seau de neurones convolutifs pour concevoir des puces sans-fil millim\u00e9triques \u00e0 partir d’un objectif de performance, en travaillant \u00e0 rebours. Le r\u00e9sultat : des structures aux formes apparemment al\u00e9atoires que Kaushik Sengupta d\u00e9crit comme contre-intuitives et peu susceptibles d’\u00eatre produites par un esprit humain. Pourtant, une fois fabriqu\u00e9es et test\u00e9es, ces puces surpassent syst\u00e9matiquement les meilleures conceptions humaines actuelles.<\/p>\n\n\n\n

L’IA voit le circuit entier l\u00e0 o\u00f9 l’ing\u00e9nieur voit des pi\u00e8ces<\/strong> <\/h2>\n\n\n\n

Un ing\u00e9nieur humain con\u00e7oit une puce composant par composant, avec des gabarits \u00e9prouv\u00e9s. L’IA traite la puce comme un artefact unique et explore un espace de configurations dont l’ampleur d\u00e9passe le nombre d’atomes dans l’univers selon Sengupta. Ce changement de perspective permet de d\u00e9couvrir des arrangements impossibles \u00e0 imaginer par l’humain. Ce qui prenait des semaines peut maintenant \u00eatre accompli en quelques heures.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Hallucinations, supervision humaine et limites actuelles<\/strong> <\/h2>\n\n\n\n

L’IA hallucine aussi dans la conception de puces : beaucoup de designs g\u00e9n\u00e9r\u00e9s ne fonctionnent pas une fois fabriqu\u00e9s. Des ing\u00e9nieurs humains restent indispensables pour filtrer, valider et corriger. Sengupta insiste : l’objectif n’est pas de remplacer les concepteurs humains, mais d’augmenter leur productivit\u00e9. L’IA g\u00e8re la complexit\u00e9 calculatoire, l’humain garde les d\u00e9cisions cr\u00e9atives.<\/p>\n\n\n\n

Pourquoi \u00e7a concerne directement la 5G et votre forfait mobile<\/strong> <\/h2>\n\n\n\n

Les puces mm-Wave con\u00e7ues par cette m\u00e9thode \u00e9quipent les modems 5G dans les smartphones utilis\u00e9s sur les r\u00e9seaux Bell<\/a>, Rogers<\/a> et TELUS<\/a> au Canada. Une industrie de 4,5 milliards de dollars US qui devrait tripler en six ans. Des puces plus performantes signifient des vitesses 5G plus \u00e9lev\u00e9es, une meilleure efficacit\u00e9 \u00e9nerg\u00e9tique et une port\u00e9e r\u00e9seau am\u00e9lior\u00e9e. Comparez les forfaits 5G sur PlanHub.ca<\/a> pour tirer le maximum du r\u00e9seau de votre r\u00e9gion.<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Des chercheurs de Princeton et de l’IIT Madras ont utilis\u00e9 l’IA pour concevoir des puces sans-fil millim\u00e9triques qui surpassent tout ce que les ing\u00e9nieurs humains ont produit. Probl\u00e8me : m\u00eame leurs cr\u00e9ateurs ne comprennent pas vraiment comment elles fonctionnent. Des circuits qui ressemblent \u00e0 du hasard, mais qui surpassent tout L’\u00e9quipe du Sengupta Lab de […]<\/p>\n","protected":false},"author":45,"featured_media":27495,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[829,828,816],"tags":[1358,1357],"class_list":["post-27494","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-telecom-articles","category-telecom-news","category-telecom","tag-ia","tag-puce"],"acf":[],"yoast_head":"\nIA et puces 5G : des designs complexes et ultra-performants<\/title>\n<meta name=\"description\" content=\"L'IA con\u00e7oit des puces 5G aux formes complexes mais d'une efficacit\u00e9 in\u00e9gal\u00e9e. 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