{"id":13310,"date":"2024-12-18T14:40:00","date_gmt":"2024-12-18T13:40:00","guid":{"rendered":"https:\/\/www.silamir.com\/?p=13310"},"modified":"2025-01-13T07:58:15","modified_gmt":"2025-01-13T06:58:15","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":"<p>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>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>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>","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_robots_primary_cat":"none","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_analysis_target_kw":"","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":2,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts\/13310\/revisions"}],"predecessor-version":[{"id":13314,"href":"https:\/\/www.silamir.com\/en\/wp-json\/wp\/v2\/posts\/13310\/revisions\/13314"}],"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}]}}