{"id":9097,"date":"2026-05-08T07:50:57","date_gmt":"2026-05-08T05:50:57","guid":{"rendered":"https:\/\/variances.eu\/?p=9097"},"modified":"2026-05-08T08:09:59","modified_gmt":"2026-05-08T06:09:59","slug":"lia-generative-une-histoire-de-mathematiques-voyage-au-coeur-des-equations-qui-font-parler-les-machines","status":"publish","type":"post","link":"https:\/\/variances.eu\/?p=9097","title":{"rendered":"L\u2019IA g\u00e9n\u00e9rative : une histoire de math\u00e9matiques &#8211; Voyage au c\u0153ur des \u00e9quations qui font parler les machines"},"content":{"rendered":"<a href=\"https:\/\/variances.eu\/wp-content\/uploads\/2026\/04\/Variances-IAG-et-maths-Zysla-et-Mathieu-VF.pdf\" class=\"pdfemb-viewer\" style=\"\" data-width=\"max\" data-height=\"max\" data-toolbar=\"bottom\" data-toolbar-fixed=\"on\">Variances - IAG et maths - Zysla et Mathieu - VF<\/a>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h6>Dossier Statistiques &#8211; Sommaire :<\/h6>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9143\" target=\"_blank\" rel=\"noopener\">Editorial<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9092\" target=\"_blank\" rel=\"noopener\">De la causalit\u00e9 \u00e0 la corr\u00e9lation : une histoire riche en r\u00e9flexions<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9097\" target=\"_blank\" rel=\"noopener\">L\u2019IA g\u00e9n\u00e9rative : une histoire de math\u00e9matiques \u2013 Voyage au c\u0153ur des \u00e9quations qui font parler les machines<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9103\" target=\"_blank\" rel=\"noopener\">Origine et fondements statistiques de l\u2019hybridation des sources de donn\u00e9es<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9122\" target=\"_blank\" rel=\"noopener\">Les donn\u00e9es synth\u00e9tiques : promesses et r\u00e9alit\u00e9s<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9101\" target=\"_blank\" rel=\"noopener\">Innovation et datascience \u00e0 la DGFiP : entretien avec Beno\u00eet Rouppert, d\u00e9l\u00e9gu\u00e9 \u00e0 la transformation num\u00e9rique<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9131\" target=\"_blank\" rel=\"noopener\">Les innovations en datascience \u00e0 l\u2019Insee : apprentissage statistique et nouvelles sources de donn\u00e9es<\/a><\/span><\/span><\/li>\n<li><span style=\"text-decoration: underline;\"><span style=\"color: #0000ff; text-decoration: underline;\"><a style=\"color: #0000ff; text-decoration: underline;\" href=\"https:\/\/variances.eu\/?p=9126\" target=\"_blank\" rel=\"noopener\">Les sondages \u00e9lectoraux en France \u00e0 l\u2019aune du contr\u00f4le de la Commission des Sondages<\/a><\/span><\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; Dossier Statistiques &#8211; Sommaire : Editorial De la causalit\u00e9 \u00e0 la corr\u00e9lation : une histoire riche en r\u00e9flexions L\u2019IA g\u00e9n\u00e9rative : une histoire de math\u00e9matiques \u2013 Voyage au c\u0153ur des \u00e9quations qui font parler les machines Origine et fondements statistiques de l\u2019hybridation des sources de donn\u00e9es Les donn\u00e9es synth\u00e9tiques : promesses et r\u00e9alit\u00e9s [&hellip;]<\/p>\n","protected":false},"author":549,"featured_media":9136,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[18],"tags":[],"class_list":["post-9097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-statistiques","et-has-post-format-content","et_post_format-et-post-format-standard"],"_links":{"self":[{"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/posts\/9097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/users\/549"}],"replies":[{"embeddable":true,"href":"https:\/\/variances.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9097"}],"version-history":[{"count":3,"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/posts\/9097\/revisions"}],"predecessor-version":[{"id":9154,"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/posts\/9097\/revisions\/9154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/variances.eu\/index.php?rest_route=\/wp\/v2\/media\/9136"}],"wp:attachment":[{"href":"https:\/\/variances.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/variances.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/variances.eu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}