{"id":28606,"date":"2026-01-12T17:05:39","date_gmt":"2026-01-12T22:05:39","guid":{"rendered":"https:\/\/www.crim.ca\/ia-de-confiance\/"},"modified":"2026-09-29T10:52:14","modified_gmt":"2026-09-29T14:52:14","slug":"ia-de-confiance","status":"publish","type":"page","link":"https:\/\/www.crim.ca\/en\/ia-de-confiance\/","title":{"rendered":"Trusted AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"28606\" class=\"elementor elementor-28606 elementor-26605\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd7ee43 e-flex e-con-boxed e-con e-parent\" data-id=\"dd7ee43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-752a9e1 e-con-full e-flex e-con e-child\" data-id=\"752a9e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-231be90 h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"231be90\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">An approach based on experience and rigor<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a9ffe3d wpman-list liste-crochet elementor-widget elementor-widget-text-editor\" data-id=\"a9ffe3d\" 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<p>CRIM, the oldest AI research center in Quebec, was a pioneer in integrating trust principles into its work on speech recognition, language processing and biometrics. This experience has shaped a robust methodology. <\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ca5d3d e-flex e-con-boxed e-con e-parent\" data-id=\"3ca5d3d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d4548a3 e-con-full e-flex e-con e-child\" data-id=\"d4548a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e493ac3 h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"e493ac3\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">An integrated approach right from the design stage<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0f0b64 wpman-list elementor-widget elementor-widget-text-editor\" data-id=\"f0f0b64\" 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<p>Artificial intelligence is profoundly transforming economic, social and technological sectors. But for this transformation to be beneficial, it must be based on trust built right from the design stage. This is the fundamental principle of the Trust by Design approach that CRIM has been applying since the late 1990s.  <\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ffc44ab e-flex e-con-boxed e-con e-parent\" data-id=\"ffc44ab\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6d5e75a e-con-full e-flex e-con e-child\" data-id=\"6d5e75a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b643c9a h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"b643c9a\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">The approach<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82062e8 wpman-list titre-h3-marge elementor-widget elementor-widget-text-editor\" data-id=\"82062e8\" 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<ul><li>A robust technical architecture<\/li><li>Ethical, filtered or anonymized data<\/li><li>Active security against threats<\/li><li>Explainable and auditable models<\/li><li>Strict compliance with current legislation (LPRPSP, LPRPDE, RGPD)<\/li><li>A comprehensive methodology for concrete results<\/li><\/ul><p>Trusted AI is more than just an afterthought. It can be integrated into every stage of a project&#8217;s lifecycle. <\/p><h3>Planning<\/h3><p>Identification of risks, ethical and regulatory requirements<\/p><h3>Design<\/h3><p>Integrating the principles of robustness, reliability and safety<\/p><h3>Professional<\/h3><p>Choice of models that can be explained and traced<\/p><h3>Deployment<\/h3><p>Control of use, transparency of decisions<\/p><h3>Evolution<\/h3><p>Continuous adaptation to changing circumstances<\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aa60c7f e-flex e-con-boxed e-con e-parent\" data-id=\"aa60c7f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d7e660a e-con-full e-flex e-con e-child\" data-id=\"d7e660a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d43ae0 h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"2d43ae0\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Benefits<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a39212f wpman-list liste-crochet elementor-widget elementor-widget-text-editor\" data-id=\"a39212f\" 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<ul><li>Better productivity<\/li><li>Sales growth<\/li><li>Enhanced services<\/li><li>Increased user satisfaction<\/li><li>Reduce legal and reputational risks<\/li><\/ul>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5f19252 e-flex e-con-boxed e-con e-parent\" data-id=\"5f19252\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7d22df3 e-con-full e-flex e-con e-child\" data-id=\"7d22df3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b436954 h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"b436954\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">Your trusted AI ally<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df14e87 wpman-list titre-h3-marge elementor-widget elementor-widget-text-editor\" data-id=\"df14e87\" 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<p>As a neutral, independent organization, CRIM is ideally positioned to support Quebec companies in the responsible integration of AI. Our goal: to help you design high-performance systems that are ethical and trustworthy. <\/p>\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-5322fce elementor-widget elementor-widget-menu-anchor\" data-id=\"5322fce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"whitepaper\"><\/div>\n\t\t\t\t\t\t<\/div>\n\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=\"elementor-element elementor-element-e4f881d e-flex e-con-boxed e-con e-parent\" data-id=\"e4f881d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ce3a469 e-con-full e-flex e-con e-child\" data-id=\"ce3a469\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d52f4eb h2-tiret-gauche h2-tiret-gauche-orange elementor-widget elementor-widget-heading\" data-id=\"d52f4eb\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">CRIM's white paper on trusted AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d18e281 wpman-list titre-h3-marge elementor-widget elementor-widget-text-editor\" data-id=\"d18e281\" 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<p>Our white paper explores the fundamental principles and best practices for integrating trusted AI into innovative projects.<\/p><p>This document offers an in-depth reflection on the ethical, technical and social challenges of AI, a methodological guide covering each stage of development, and concrete case studies covering automated decision-making, quality assurance, intelligent assistants and biometric verification.<\/p>\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-034576a elementor-widget elementor-widget-text-editor\" data-id=\"034576a\" 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<h2>The three key parts of the white paper<\/h2><h3>Trusted AI guiding principles<\/h3><p>Understand the issues related to trust in AI systems and strategies for strengthening it.<\/p><h3>Methodology guide<\/h3><p>A detailed framework for implementing trusted AI at every stage of the development cycle, from planning to deployment.<\/p><h3>Case studies<\/h3><p>Real-world examples illustrating the impact of trusted AI in sectors such as decision-making, quality assurance, AI assistants and biometric verification.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-261ab6d e-grid e-con-full e-con e-child\" data-id=\"261ab6d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-78be25d elementor-widget elementor-widget-image\" data-id=\"78be25d\" data-element_type=\"widget\" data-e-type=\"widget\" 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\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"239\" height=\"349\" src=\"https:\/\/www.crim.ca\/wp-content\/uploads\/2024\/09\/livre-blanc-mobile.png\" class=\"attachment-large size-large wp-image-25667\" alt=\"white paper\" srcset=\"https:\/\/www.crim.ca\/wp-content\/uploads\/2024\/09\/livre-blanc-mobile.png 239w, 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