{"id":287291,"date":"2025-08-28T16:31:56","date_gmt":"2025-08-28T14:31:56","guid":{"rendered":"https:\/\/dailyjus.com\/?p=287291"},"modified":"2026-03-02T14:42:04","modified_gmt":"2026-03-02T13:42:04","slug":"stanford-codex-x-jus-mundi-whitepaper","status":"publish","type":"post","link":"https:\/\/dailyjus.com\/index.php\/2025\/08\/28\/stanford-codex-x-jus-mundi-whitepaper\/","title":{"rendered":"Stanford CodeX x Jus Mundi White Paper"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-text-align-center\"><strong>The Promise and Imperative of Specialized AI in Arbitration<\/strong><\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Generic AI wasn&#8217;t built for arbitration&#8217;s complexity. Cross-border disputes demand reasoning that understands jurisdictional nuance, procedural differences, and strategic implications. Most tools deliver surface-level responses when million-dollar cases require depth.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The solution isn&#8217;t better generic AI. It&#8217;s arbitration-specific AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This exclusive research from <strong><a href=\"https:\/\/law.stanford.edu\/codex-the-stanford-center-for-legal-informatics\/\" target=\"_blank\" rel=\"noopener\" title=\"Stanford CodeX\">Stanford CodeX<\/a><\/strong> and <strong><a href=\"https:\/\/jusmundi.com\/en\" target=\"_blank\" rel=\"noopener\" title=\"Jus Mundi\">Jus Mundi<\/a><\/strong> reveals why domain-specific AI outperforms general-purpose tools and how arbitration professionals are gaining decisive advantages with specialized systems.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js-eu1.hsforms.net\/forms\/embed\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n    portalId: \"145576106\",\n    formId: \"cec56afc-312e-4686-9991-092453499071\",\n    region: \"eu1\"\n  });\n<\/script>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What you\u2019ll discover<\/strong>:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Why generic legal AI fails arbitration:<\/strong> Uncover the hidden limitations of traditional tools and how specialized AI changes the game.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How arbitration-focused AI thinks differently:<\/strong> Learn how agentic systems mimic practitioner reasoning for better outcomes.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What trust in AI really requires:<\/strong> Dive into the quality assurance, transparency, and security practices essential for arbitration-grade reliability.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Understand why arbitration demands its own intelligence and start leveraging specialized AI tools that actually work for your legal practice. Download your comprehensive guide now.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>ABOUT THE AUTHORS<\/strong><\/p>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:20% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/dailyjus.com\/wp-content\/uploads\/2025\/08\/portrait-1-1024x1024.jpg\" alt=\"\" class=\"wp-image-287303 size-thumbnail\" srcset=\"https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-1024x1024.jpg 1024w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-300x300.jpg 300w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-150x150.jpg 150w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-768x768.jpg 768w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-75x75.jpg 75w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-350x350.jpg 350w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1-750x750.jpg 750w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1.jpg 1032w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\"><strong>Robert Mahari<\/strong> is the Associate Director of <strong><a href=\"https:\/\/law.stanford.edu\/codex-the-stanford-center-for-legal-informatics\/\" data-type=\"link\" data-id=\"https:\/\/law.stanford.edu\/codex-the-stanford-center-for-legal-informatics\/\" target=\"_blank\" rel=\"noreferrer noopener\">CodeX<\/a><\/strong>\u2014the Stanford Center for Legal Informatics\u2014where he focuses on leading practice-oriented, interdisciplinary research at the intersection of AI and law. He holds a JD-PhD in Legal Artificial Intelligence from MIT and Harvard Law School, training that anchors his dual fluency in computer science and legal doctrine.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Robert\u2019s research leverages computation to surface new jurisprudential insights, build tools to improve legal practice, and identify new approaches to regulating emerging technologies. His work is published in venues that span disciplines\u2014from Science and Nature Machine Intelligence to computer-science conferences including NeurIPS, ACL, and ICML. His research is regularly covered by media outlets including The New York Times and The Washington Post.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:20% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/dailyjus.com\/wp-content\/uploads\/2025\/08\/portrait-1024x1024.jpg\" alt=\"\" class=\"wp-image-287305 size-thumbnail\" srcset=\"https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-1024x1024.jpg 1024w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-300x300.jpg 300w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-150x150.jpg 150w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-768x768.jpg 768w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-75x75.jpg 75w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-350x350.jpg 350w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-750x750.jpg 750w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait.jpg 1032w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/jusconnect.com\/en\/p\/monica-crespo\" target=\"_blank\" rel=\"noreferrer noopener\">Monica Crespo<\/a><\/strong> is the Head of Product at <strong><a href=\"https:\/\/jusmundi.com\/en\/about\" target=\"_blank\" rel=\"noreferrer noopener\">Jus Mundi<\/a><\/strong>. She began her career as a solicitor in international arbitration and litigation in Panama, before co-founding a non-profit that built the country\u2019s first centralized search engine for legal rulings. She went on to specialize in Information Systems Management and Digital Innovation at the London School of Economics, where she also conducted research with faculty on how law firms adopt AI tools. Today, Monica leads the product evolution of Jus AI, working closely with the R&amp;D team to shape the future of arbitration intelligence.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile is-vertically-aligned-center\" style=\"grid-template-columns:20% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/dailyjus.com\/wp-content\/uploads\/2025\/08\/portrait-2-1024x1024.jpg\" alt=\"\" class=\"wp-image-287304 size-thumbnail\" srcset=\"https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-1024x1024.jpg 1024w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-300x300.jpg 300w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-150x150.jpg 150w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-768x768.jpg 768w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-75x75.jpg 75w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-350x350.jpg 350w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2-750x750.jpg 750w, https:\/\/daily.jusconnect.com\/~www\/wp-content\/uploads\/2025\/08\/portrait-2.jpg 1032w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/jusconnect.com\/en\/p\/zeyad-abouellail\" target=\"_blank\" rel=\"noreferrer noopener\">Zeyad Abouellail<\/a><\/strong> is a Senior Legal Officer at <strong><a href=\"https:\/\/jusmundi.com\/en\/about\" target=\"_blank\" rel=\"noreferrer noopener\">Jus Mundi<\/a><\/strong> and a PhD candidate in international investment law at Paris-Saclay University, where he also teaches civil and contract law. He is a regular speaker on the intersection of artificial intelligence and law. Zeyad holds two Master\u2019s degrees in International Business Law from Paris-Saclay University and Paris 1 Panth\u00e9on-Sorbonne University. Before joining Jus Mundi, he gained experience in international arbitration and corporate law through internships at leading law firms in Cairo, Egypt.<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Promise and Imperative of Specialized AI in Arbitration Generic AI wasn&#8217;t built for arbitration&#8217;s complexity. Cross-border disputes demand reasoning that understands jurisdictional nuance, procedural differences, and strategic implications. Most tools deliver surface-level responses when million-dollar cases require depth. The solution isn&#8217;t better generic AI. It&#8217;s arbitration-specific AI. This exclusive research from Stanford CodeX and [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":287299,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":{"subtitle":"","format":"standard","video":"","gallery":"","source_name":"","source_url":"","via_name":"","via_url":"","override_template":"0","override":[{"template":"custom","single_blog_custom":"274736","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"author","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"hide","share_float_style":"share-monocrhome","show_share_counter":"0","show_view_counter":"0","show_featured":"1","show_post_meta":"1","show_post_author":"0","show_post_author_image":"0","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"0","show_post_reading_time":"0","post_reading_time_wpm":"300","show_zoom_button":"0","zoom_button_out_step":"2","zoom_button_in_step":"3","show_post_tag":"0","show_prev_next_post":"0","show_popup_post":"0","number_popup_post":"1","show_author_box":"0","show_post_related":"0","show_inline_post_related":"0"}],"override_image_size":"0","image_override":[{"single_post_thumbnail_size":"crop-500","single_post_gallery_size":"crop-500"}],"trending_post":"0","trending_post_position":"meta","trending_post_label":"Trending","sponsored_post":"0","sponsored_post_label":"Sponsored by","sponsored_post_name":"","sponsored_post_url":"","sponsored_post_logo_enable":"0","sponsored_post_logo":"","sponsored_post_desc":"","disable_ad":"0"},"jnews_primary_category":{"id":"141","hide":""},"jnews_social_meta":{"fb_title":"Stanford CodeX x Jus Mundi AI Report","fb_description":"Most legal AI fails when it matters most. 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