{"id":13310,"date":"2024-12-18T14:40:00","date_gmt":"2024-12-18T13:40:00","guid":{"rendered":"https:\/\/www.silamir.com\/?p=13310"},"modified":"2026-07-06T10:28:13","modified_gmt":"2026-07-06T08:28:13","slug":"ia-innovation-continues-with-amazon-nova-and-automated-reasoning","status":"publish","type":"post","link":"https:\/\/www.silamir.com\/en\/insight\/linnovation-ia-continue-avec-amazon-nova-et-lautomated-reasoning\/","title":{"rendered":"AI innovation continues with Amazon Nova and automated reasoning!"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"13310\" class=\"elementor elementor-13310\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"has_ae_slider elementor-element elementor-element-197d1500 e-flex e-con-boxed ae-bg-gallery-type-default e-con e-parent\" data-id=\"197d1500\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cb56940 elementor-widget elementor-widget-text-editor\" data-id=\"2cb56940\" 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\n<p class=\"wp-block-paragraph\">In December, AWS unveiled Amazon Nova, a new generation of multimodal AI models (text, image, video) integrated with Bedrock. Fast, inexpensive, flexible... But the other innovation not to be missed, and less publicized, is automated reasoning.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What is automated reasoning?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Rather than relying solely on a non-deterministic LLM, we translate complex documents (HR policy, access to resources, repayment conditions, etc.) into mathematically verifiable logical rules. The result? An AI that no longer simply \"guesses\", but can prove and explain its answers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Concrete benefits :<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Increased reliability<\/strong> less hallucinations, decisions based on formal rules.<\/li>\n\n\n\n<li><strong>Explainability<\/strong> Each answer can be justified.<\/li>\n\n\n\n<li><strong>Reproducibility<\/strong> same conditions, same data, same results.<\/li>\n\n\n\n<li><strong>Internal transparency<\/strong> conversion of complex internal policies into verifiable logic, for greater consistency and control.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">In brief<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We're moving from an AI that \"guesses\" to one that \"proves\" what it says. This combination of LLM and automated reasoning offers a more robust and transparent framework, essential for sensitive or regulated use cases. <br><br><a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=aws&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#AWS<\/a> <a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=innovation&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#Innovation<\/a> <a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=ia&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#IA<\/a> <a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=automatedreasoning&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#AutomatedReasoning<\/a> <a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=llm&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#LLM<\/a> <a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?keywords=explainableai&amp;highlightedUpdateUrns=urn%3Ali%3Aactivity%3A7275796487123398659\">#ExplainableAI<\/a><\/p>\n\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=\"has_ae_slider elementor-element elementor-element-533369ef e-con-full e-flex ae-bg-gallery-type-default e-con e-parent\" data-id=\"533369ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"has_ae_slider elementor-element elementor-element-18d6b40d e-con-full e-flex ae-bg-gallery-type-default e-con e-child\" data-id=\"18d6b40d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68dc5ab8 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"68dc5ab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"1092\" src=\"https:\/\/www.silamir.com\/wp-content\/uploads\/2026\/06\/guide-mockup-2-1.webp\" class=\"attachment-medium_large size-medium_large wp-image-200924\" alt=\"mockup 2 guide\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-5db44d98 elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"5db44d98\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI Agents: From Experimentation to ROI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72c02fd0 elementor-absolute elementor-widget elementor-widget-button\" data-id=\"72c02fd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.silamir.com\/en\/downloadable\/accelerate-your-companys-performance-with-lia-agentique\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore the expert guide<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-1fb1c77a elementor-widget-mobile__width-initial elementor-absolute elementor-widget elementor-widget-text-editor\" data-id=\"1fb1c77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" 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<h5>The fruit of expertise from <strong><em>Silamir <\/em><\/strong>and feedback from collaborations with <em><strong>recognized actors<\/strong><\/em> From the market, this guide offers a concrete and directly applicable approach for your organization.<\/h5>\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>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>AWS a d\u00e9voil\u00e9 en d\u00e9cembre Amazon Nova, une nouvelle g\u00e9n\u00e9ration de mod\u00e8les IA multimodaux (texte, image, vid\u00e9o) int\u00e9gr\u00e9s \u00e0 Bedrock. Rapides, peu co\u00fbteux, flexibles\u2026 Mais l\u2019autre innovation \u00e0 ne pas manquer, moins m\u00e9diatis\u00e9e, est l\u2019automated reasoning. Qu\u2019est-ce que l\u2019automated reasoning ? Plut\u00f4t que de se fier uniquement \u00e0 un LLM non d\u00e9terministe, on traduit des [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":2713,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"none","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"both","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"footnotes":"","_links_to":"","_links_to_target":""},"categories":[62],"tags":[],"secteur_categories":[],"expertise_categories":[52],"editeur":[],"offres":[],"model":[],"class_list":["post-13310","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insight","expertise_categories-ia"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts\/13310","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/comments?post=13310"}],"version-history":[{"count":5,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts\/13310\/revisions"}],"predecessor-version":[{"id":208976,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts\/13310\/revisions\/208976"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/media\/2713"}],"wp:attachment":[{"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/media?parent=13310"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/categories?post=13310"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/tags?post=13310"},{"taxonomy":"secteur_categories","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/secteur_categories?post=13310"},{"taxonomy":"expertise_categories","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/expertise_categories?post=13310"},{"taxonomy":"editeur","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/editeur?post=13310"},{"taxonomy":"offres","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/offres?post=13310"},{"taxonomy":"model","embeddable":true,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/model?post=13310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}