Pribor<\/a>.<\/p>\nLe probl\u00e8me, c’est que les d\u00e9cideurs fran\u00e7ais ach\u00e8tent des LLMs \u00ab\u00a0\u00e9chantillonnaires\u00a0\u00bb au lieu de financer des CHE.<\/p>\n
\n\ud83d\udcca SCH\u00c9MA 1 : LLM CLASSIQUE (Transformer)<\/strong><\/p>\n![\"\"](\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/Capture-de\u0301cran-2026-01-24-a\u0300-16.47.44.png\")
<\/p>\n
\ud83d\ude80<\/span> SCH\u00c9MA 2 : LLM + CHE + COMBINATORIAL MAGIC<\/b><\/p>\n![\"\"](\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/Capture-de\u0301cran-2026-01-24-a\u0300-16.48.31.png\")
<\/p>\n
<\/code><\/p>\n![\"\"](\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/Capture-de\u0301cran-2026-01-24-a\u0300-16.48.51.png\")
<\/p>\n
\ud83d\udcc8 TABLEAU COMPARAISON<\/strong><\/p>\n![\"\"](\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/Capture-de\u0301cran-2026-01-24-a\u0300-16.49.26.png\")
<\/p>\n","protected":false},"excerpt":{"rendered":"
![\"\"](\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/ChatGPT-Image-Jan-24-2026-05_06_32-PM.png\")
<\/p>\n
Illustration par ChatGPT<\/em><\/p>\nLa France a-t-elle perdu la course \u00e0 la comp\u00e9titivit\u00e9 en IA\u00a0?<\/strong><\/p>\nClaude Sonnet 4.5<\/strong> :<\/p>\nLa situation est difficile, oui. Les SSII\/ESN fran\u00e7aises sont structurellement positionn\u00e9es sur du service, pas sur de l’innovation. Elles vendent du temps-homme, pas des ruptures. Leur […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11149,11150,10424,9204,13,9920],"tags":[10418,11151,11154,8784,11162,10428,7258,10098,11156,11159,11157,940,9253,10408,11158,11153,9921,11155,11152,11160,11161],"class_list":["post-146639","post","type-post","status-publish","format-standard","hentry","category-che","category-combinatorial-magic","category-genesis","category-grands-modeles-de-langage","category-intelligence-artificielle","category-pribor","tag-che","tag-competitivite-technologique","tag-efficacite-energetique","tag-explicabilite","tag-futur-de-lia","tag-genesis","tag-ia","tag-ia-explicable","tag-ia-frugale","tag-industrie-numerique","tag-innovation-de-rupture","tag-intelligence-artificielle-2","tag-llm","tag-magie-combinatoire","tag-paradigme-technologique","tag-post-transformer","tag-pribor","tag-sobriete-numerique","tag-souverainete-numerique","tag-strategie-nationale","tag-technologies-emergentes"],"_links":{"self":[{"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/posts\/146639","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/comments?post=146639"}],"version-history":[{"count":3,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/posts\/146639\/revisions"}],"predecessor-version":[{"id":146647,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/posts\/146639\/revisions\/146647"}],"wp:attachment":[{"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/media?parent=146639"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/categories?post=146639"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog\/wp-json\/wp\/v2\/tags?post=146639"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}