{"id":309693,"date":"2025-02-06T13:26:04","date_gmt":"2025-02-06T18:26:04","guid":{"rendered":"https:\/\/fsc-ccf.ca\/research\/equity-lens-on-ai\/"},"modified":"2025-02-06T15:18:59","modified_gmt":"2025-02-06T20:18:59","slug":"equity-lens-on-ai","status":"publish","type":"research","link":"https:\/\/fsc-ccf.ca\/fr\/recherche\/equity-lens-on-ai\/","title":{"rendered":"Une perspective d\u2019\u00e9quit\u00e9 en mati\u00e8re d\u2019intelligence artificielle"},"content":{"rendered":"\n<div class=\"tabs style-white\" id=\"main-tabs\">\n    <ul id=\"tabs-nav\">\n\n    <\/ul>\n    <div class=\"tabs-content\">\n        \n\n\n<div class=\"tab tab-content\" data-title=\"Perspectives du CCF\" data-tab=\"\" id=\"\" data-show-reports=\"no\">\n        \n\n<div class=\"wp-block-group container container--with-overflow is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"insight-report__sidebar\">\n    <div class=\"insight-report__sidebar--container\">\n        <div class=\"insight-report__sidebar--details\">\n                            <div class=\"insight-report__partner\">\n                    <p class=\"is-style-slug insight-report__partner-title\">\n                        <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/partners.svg\" alt=\"\"\n                            class=\"insight-report__partner-icon\"> <strong>Partenaires<\/strong>\n                    <\/p>\n                    \n                        <p class=\"insight-report__partner-p\"><a href=\"https:\/\/fsc-ccf.ca\/fr\/partner\/university-of-toronto-sshrc-grant\/\"\n                                target=\"_blank\" rel=\"noreferrer noopener\">University of Toronto<\/a><\/p>\n                    \n                <\/div>\n            \n                            <div class=\"insight-report__location\">\n                    <p class=\"is-style-slug  insight-report__location-title\">\n                        <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/location.svg\" alt=\"\"\n                            class=\"insight-report__location-icon\"> <strong>Emplacements<\/strong>\n                    <\/p>\n                                            <p class=\"insight-report__location-p\">Partout au Canada<\/p>\n                    \n                <\/div>\n                                        <div class=\"insight-report__investment\">\n                    <p class=\"is-style-slug insight-report__investment-title\">\n                        <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/investment.svg\" alt=\"\"\n                            class=\"insight-report__investment-icon\"> <strong>FONDS VERS\u00c9S<\/strong>\n                    <\/p>\n                    <p class=\"insight-report__investment-p\">\n                        27 359 $<\/p>\n\n                <\/div>\n                        <div class=\"insight-report__published\">\n                <p class=\"insight-report__published-title\">\n                    <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/published.svg\" alt=\"\"\n                        class=\"insight-report__published-icon\"> Publi\u00e9                <\/p>\n                <p class=\"insight-report__published-p\">F\u00e9vrier 2025<\/p>\n\n            <\/div>\n                            <div class=\"insight-report__contributors\">\n\n                    <p class=\"is-style-slug insight-report__investment-title insight-report__contributors-title\">\n                        <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/contributors.svg\" alt=\"\"\n                            class=\"insight-report__investment-icon\"> <strong>Collaborateur<\/strong>\n                    <\/p>\n                    <div class=\"insight-report__contributors-p\">\n                        <p>Stacey Young, Steven Tobin et Laura McDonough<\/p>\n<\/div>\n                <\/div>\n                    <\/div>\n\n        <div class=\"insight-report__sidebar--sticky\">\n                            <div class=\"insight-report__sidebar--button-container\">\n                    <a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2025\/02\/une-perspective-dequite-en-matiere-dintelligence-artificielle-5.pdf\"\n                        class=\"insight-report__sidebar--button\" target=\"_blank\"><span>T\u00e9l\u00e9charger<\/span><br>\n                        le rapport de perspective                        <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/download-i-r-arrow.svg\"\n                            alt=\"\" class=\"insight-report__sidebar--button-img\"><\/a>\n                <\/div>\n            \n            <div class=\"insight-report__sidebar--anchors-container\">\n                <div class=\"insight-report__sidebar--anchors\">\n                    <p class=\"insight-report__sidebar--anchors--text\"><span>DANS CE RAPPORT<\/span><\/p>\n                                            <a href=\"#executive-summary\"\n                            class=\"insight-report__sidebar--anchors-anchor\"><span>Sommaire<\/span><\/a>                        <a href=\"#the-issue\"\n                            class=\"insight-report__sidebar--anchors-anchor\"><span>L\u2019enjeu<\/span><\/a>                        <a href=\"#what-were-investigating\"\n                            class=\"insight-report__sidebar--anchors-anchor\"><span>Ce que nous examinons<\/span><\/a>                        <a href=\"#what-were-learning\"\n                            class=\"insight-report__sidebar--anchors-anchor\"><span>Ce que nous apprenons<\/span><\/a>                        <a href=\"#why-it-matters\"\n                            class=\"insight-report__sidebar--anchors-anchor\"><span>Pourquoi c\u2019est important<\/span><\/a>                <\/div>\n            <\/div>\n        <\/div>\n\n    <\/div>\n\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n\n\t\t<div class=\"display-reports display-featured\">\n\t\t\t<div class=\"display-reports__report display-reports__report-main display-reports__report-featured\">\n\t\t\t\t<div class=\"display-reports__report-img\" style=\"background-image: url('https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/11\/multiracial-young-creative-people-in-modern-office-2022-01-18-23-52-00-utc-scaled.jpg')\"><\/div>\n\t\t\t\t<div class=\"display-reports__featured-co\">\n\t\t\t\t\t<div class=\"display-reports__report-tags-container\">\n\t\t\t\t\t\t<p class=\"display-reports__report-tags-primary\">Rapport de recherche complet<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"display-reports__report-tags-secondary\">\n\t\t\t\t\t\t\t\tPDF\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<h2 class=\"display-reports__report-title\">An Equity Lens on Artificial Intelligence (en anglais seulement)<\/h2>\n\t\t\t\t\t<div class=\"display-reports__report-link-container\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/12\/FSC-401-00947-FERR-An-Equity-Lens-on-Artificial-Intelligence-Public-Version-English-1.pdf\" class=\"display-reports__report-link\">T\u00e9l\u00e9charger le rapport de recherche <img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/download-i-r-arrow.svg\" alt=\"\" class=\"display-reports__report-link-arrow\">\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"executive-summary\" class=\"wp-block-ob-blocks-anchor-point\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading has-black-color has-text-color\" id=\"TheChallenge\"><img decoding=\"async\" class=\"wp-image-240812\" style=\"width: 24px;margin-right: 10px;position: relative; top: -2px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/Frame.svg\" alt=\"\"> Sommaire<\/h3>\n\n\n\n<p class=\"has-black-color has-text-color\">L\u2019intelligence artificielle (IA) change notre fa\u00e7on de travailler. Elle a des r\u00e9percussions importantes sur l\u2019\u00e9cosyst\u00e8me du d\u00e9veloppement des comp\u00e9tences. Alors que l\u2019IA devient de plus en plus pr\u00e9sente dans nos vies, des questions se posent quant \u00e0 son incidence sur l\u2019\u00e9quit\u00e9 et l\u2019\u00e9galit\u00e9.<\/p>\n\n\n\n<p>D\u2019une part, \u00e9tant donn\u00e9 que l\u2019IA imite, dans une certaine mesure, le fonctionnement du cerveau humain, il existe un risque qu\u2019elle ne fasse que renforcer les discriminations, les in\u00e9galit\u00e9s et les pr\u00e9jug\u00e9s sous-jacents en reproduisant les biais humains existants.&nbsp;<\/p>\n\n\n\n<p class=\"has-black-color has-text-color\">D\u2019autre part, vu que l\u2019IA utilise des m\u00e9thodes de pr\u00e9diction statistique v\u00e9rifiables, elle a le potentiel de r\u00e9duire les pr\u00e9jug\u00e9s humains, ce qui profite aux groupes marginalis\u00e9s.&nbsp;<br>Toutefois, les recherches men\u00e9es dans le cadre de ce projet financ\u00e9 par le Centre des comp\u00e9tences futures indiquent des moyens d\u2019att\u00e9nuer ces risques et de veiller \u00e0 ce que le r\u00f4le de l\u2019IA dans les processus d\u00e9cisionnels r\u00e9duise les in\u00e9galit\u00e9s, notamment en (1)&nbsp;se concentrant sur les initiatives en faveur d\u2019une repr\u00e9sentation \u00e9quitable dans le d\u00e9veloppement de l\u2019IA; (2)&nbsp;en privil\u00e9giant l\u2019alignement de l\u2019IA sur des valeurs sociales telles que l\u2019\u00e9quit\u00e9; (3)&nbsp;en cr\u00e9ant des politiques sur l\u2019IA qui accordent la priorit\u00e9 \u00e0 la responsabilit\u00e9 et la transparence; et (4)&nbsp;en veillant \u00e0 ce que les programmes de recyclage ou de perfectionnement des comp\u00e9tences prennent en compte les effets de l\u2019IA sur la r\u00e9partition des revenus.<\/p>\n\n\n\n<div class=\"wp-block-group key-insights-grey has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#0000000d\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h5 class=\"wp-block-heading\"><strong><strong>Perspectives cl\u00e9s<\/strong><\/strong><\/h5>\n\n\n\n<p class=\"is-style-default is-flex\"><img decoding=\"async\" class=\"wp-image-243230\" style=\"width: 40px;margin-right: 16px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/No.svg\" alt=\"\">L\u2019IA peut contribuer \u00e0 lutter contre les in\u00e9galit\u00e9s et les injustices lorsque les d\u00e9cisions humaines peuvent \u00eatre influenc\u00e9es par des pr\u00e9jug\u00e9s inh\u00e9rents.<\/p>\n\n\n\n<p class=\"is-flex\"><img decoding=\"async\" class=\"wp-image-243230\" style=\"width: 40px; margin-right: 16px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/No-1.svg\" alt=\"\">Le d\u00e9veloppement et le d\u00e9ploiement de l\u2019IA dans les \u00e9cosyst\u00e8mes de d\u00e9veloppement des comp\u00e9tences doivent se faire en tenant compte de l\u2019\u00e9quit\u00e9, faute de quoi les in\u00e9galit\u00e9s existantes risquent d\u2019\u00eatre exacerb\u00e9es.<\/p>\n\n\n\n<p class=\"is-flex\"><img decoding=\"async\" class=\"wp-image-243230\" style=\"width: 40px; margin-right: 16px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/No-2.svg\" alt=\"\">Des politiques d\u2019am\u00e9lioration et de recyclage des comp\u00e9tences sont n\u00e9cessaires pour soutenir les employ\u00e9s marginalis\u00e9s touch\u00e9s de mani\u00e8re disproportionn\u00e9e par la perte de leur emploi et l\u2019\u00e9volution des exigences en mati\u00e8re de comp\u00e9tences \u00e0 la suite de l\u2019adoption de l\u2019IA.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"the-issue\" class=\"wp-block-ob-blocks-anchor-point\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column gradient-top purple is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading has-black-color has-text-color\" id=\"TheChallenge\"><img decoding=\"async\" class=\"wp-image-240812\" style=\"width: 12px;height: 24px;margin-right: 10px;position: relative; top: -2px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/Vector-2.svg\" alt=\"\"> L\u2019enjeu<\/h3>\n\n\n\n<div class=\"wp-block-group flex-print is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>L\u2019IA est d\u00e9j\u00e0 omnipr\u00e9sente dans notre soci\u00e9t\u00e9 et devrait transformer de nombreux aspects du travail et du d\u00e9veloppement des comp\u00e9tences.&nbsp;<\/p>\n\n\n\n<p>Elle rec\u00e8le de nombreux avantages. Id\u00e9alement, l\u2019IA \u00e9limine les r\u00e9percussions possibles de l\u2019erreur humaine en faisant des pr\u00e9dictions pr\u00e9cises et en aidant les humains \u00e0 prendre des d\u00e9cisions. Par exemple, dans les milieux de travail, l\u2019IA peut r\u00e9duire les pr\u00e9jug\u00e9s lors de l\u2019embauche; dans le domaine de la sant\u00e9, elle peut aider \u00e0 diagnostiquer des maladies comme la d\u00e9mence et \u00e0 trouver des traitements; dans les institutions financi\u00e8res, elle peut pr\u00e9dire la probabilit\u00e9 que des personnes soient en d\u00e9faut de paiement hypoth\u00e9caire; et au sein des gouvernements, elle peut \u00e9valuer les cas de r\u00e9fugi\u00e9s afin d\u2019obtenir des r\u00e9sultats plus justes pour les demandeurs.<\/p>\n\n\n\n<p>Toutefois, la technologie et les syst\u00e8mes d\u2019IA ne sont pas neutres ou objectifs, car ils s\u2019inscrivent dans un contexte social et historique qui peut marginaliser certains groupes, dont les femmes, les communaut\u00e9s racis\u00e9es et les communaut\u00e9s \u00e0 faible revenu. Cette marginalisation peut se produire par des biais ou des lacunes dans les donn\u00e9es utilis\u00e9es pour former des algorithmes, ainsi que par la mise en \u0153uvre de produits et de services aliment\u00e9s par l\u2019IA qui renforcent des st\u00e9r\u00e9otypes, la marginalisation et des relations de pouvoir mondiales.<\/p>\n\n\n\n<p>Des strat\u00e9gies visant \u00e0 contenir ou \u00e0 att\u00e9nuer les effets n\u00e9gatifs de l\u2019IA sont n\u00e9cessaires et urgentes pour garantir que les soci\u00e9t\u00e9s seront en mesure de b\u00e9n\u00e9ficier des avantages de l\u2019\u00e9volution technologique.<\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-large img-gradient purple\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-1024x683.jpg\" alt=\"A man interacts with artificial intelligence to optimize and automate computing, security, backup, cloud and data transfer processes.\" class=\"wp-image-268391\" srcset=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-1024x683.jpg 1024w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-300x200.jpg 300w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-768x512.jpg 768w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-1536x1024.jpg 1536w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-2048x1365.jpg 2048w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-10x7.jpg 10w, https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/09\/a-man-interacts-with-artificial-intelligence-to-op-2023-08-25-05-05-55-utc-2000x1333.jpg 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:36px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"what-were-investigating\" class=\"wp-block-ob-blocks-anchor-point\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column gradient-top purple is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading has-black-color has-text-color\" id=\"EnterIMM\"><img decoding=\"async\" class=\"wp-image-240812\" style=\"width: 24px;height: 24px;margin-right: 10px;position: relative; top: -2px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/Fill-1.svg\" alt=\"\"> Ce que nous examinons<\/h3>\n\n\n\n<p>Dans ce rapport, nous explorons les raisons qui expliquent les r\u00e9percussions de l\u2019IA sur l\u2019\u00e9quit\u00e9 et la qualit\u00e9 (le \u00ab&nbsp;pourquoi&nbsp;\u00bb) et la mani\u00e8re dont l\u2019IA influence ces questions dans la pratique (le \u00ab&nbsp;comment&nbsp;\u00bb), offrant aux dirigeants, aux d\u00e9cideurs politiques et aux \u00e9tudiants des observations sur l\u2019utilisation actuelle et ult\u00e9rieure de l\u2019IA.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Nous \u00e9tudions notamment la mani\u00e8re dont les valeurs et les pr\u00e9jug\u00e9s de la soci\u00e9t\u00e9 sont eux-m\u00eames int\u00e9gr\u00e9s dans les algorithmes qui alimentent l\u2019IA et examinons les r\u00e9percussions potentiellement disproportionn\u00e9es de l\u2019IA sur les femmes et d\u2019autres communaut\u00e9s marginalis\u00e9es sur le march\u00e9 du travail.&nbsp;<\/p>\n\n\n\n<p>Par ailleurs, nous examinons la mani\u00e8re dont l\u2019IA peut aider \u00e0 surmonter les pr\u00e9jug\u00e9s humains et les \u00e9tapes n\u00e9cessaires pour garantir que le d\u00e9ploiement de l\u2019IA conduise \u00e0 une am\u00e9lioration de l\u2019\u00e9quit\u00e9 et de l\u2019\u00e9galit\u00e9.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"what-were-learning\" class=\"wp-block-ob-blocks-anchor-point\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column gradient-top purple is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading has-black-color has-text-color\" id=\"TheResult\"><img decoding=\"async\" class=\"wp-image-240819\" style=\"width: 24px;height: 24px;margin-right: 10px;position: relative; top: -2px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/Fill-1-1.svg\" alt=\"\"> Ce que nous apprenons<\/h3>\n\n\n\n<p><strong>L\u2019IA pourrait r\u00e9duire les in\u00e9galit\u00e9s et les iniquit\u00e9s.<\/strong> L\u2019IA peut am\u00e9liorer les perspectives des personnes dans tous les secteurs. Id\u00e9alement, l\u2019IA \u00e9liminera les r\u00e9percussions possibles de l\u2019erreur humaine en faisant des pr\u00e9dictions pr\u00e9cises et en aidant les humains \u00e0 prendre des d\u00e9cisions.<\/p>\n\n\n\n<p><strong>L\u2019IA pourrait \u00e9galement avoir des r\u00e9percussions n\u00e9gatives sur les personnes d\u00e9j\u00e0 marginalis\u00e9es.<\/strong> La technologie et les syst\u00e8mes d\u2019IA ne sont pas neutres ou objectifs et, en tant que tel, il existe de nombreux exemples de la mani\u00e8re dont les syst\u00e8mes d\u2019IA peuvent reproduire la marginalisation et les pr\u00e9jug\u00e9s existants. En effet, les donn\u00e9es sur lesquelles certaines IA sont construites contiennent de tels biais.<\/p>\n\n\n\n<p><strong>Former l\u2019IA \u00e0 respecter les valeurs sociales est une t\u00e2che complexe. <\/strong>Il sera important d\u2019int\u00e9grer la justice et l\u2019\u00e9quit\u00e9 dans les algorithmes. Cette t\u00e2che sera ardue, car il est difficile de savoir comment les algorithmes peuvent \u00eatre form\u00e9s pour respecter les normes et les valeurs sociales, dont beaucoup impliquent des structures complexes, telles que la loi ou la culture.<\/p>\n\n\n\n<p><strong>La responsabilit\u00e9 doit \u00eatre int\u00e9gr\u00e9e dans les syst\u00e8mes d\u2019IA.<\/strong> Nous devons am\u00e9liorer la transparence sur l\u2019\u00e9tendue des r\u00e9percussions de l\u2019IA ainsi que sur les responsabilit\u00e9s en mati\u00e8re de cr\u00e9ation et d\u2019att\u00e9nuation des r\u00e9percussions, par exemple en introduisant plus d\u2019\u00e9valuations et de contr\u00f4les sur ce que les produits et services reposant sur l\u2019IA signifient pour les personnes, y compris des \u00e9valuations sur leur degr\u00e9 d\u2019impartialit\u00e9.<br><br><strong>La formation et le r\u00e9emploi seront n\u00e9cessaires pour compenser les pertes d\u2019emploi injustes.<\/strong> Les programmes de formation et de r\u00e9emploi doivent tenir compte des effets d\u00e9favorables que l\u2019IA et l\u2019automatisation auront sur l\u2019emploi et la nature du travail. Par exemple, certaines \u00e9tudes indiquent que les femmes et les groupes racis\u00e9s seront probablement plus touch\u00e9s en raison de leur concentration dans certains emplois et secteurs d\u2019activit\u00e9.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"why-it-matters\" class=\"wp-block-ob-blocks-anchor-point\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column gradient-top purple is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h3 class=\"wp-block-heading has-black-color has-text-color\" id=\"TheImpact\"><img decoding=\"async\" class=\"wp-image-240819\" style=\"width: 22px;height: 22px;margin-right: 10px;position: relative; top: -2px;\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/07\/Fill-1-2.svg\" alt=\"\"> Pourquoi c\u2019est important<\/h3>\n\n\n\n<div style=\"height:38px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column margin-bottom-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\">\n<p>L\u2019IA est omnipr\u00e9sente et utilis\u00e9e par des organisations dans tous les secteurs de notre soci\u00e9t\u00e9 \u00e0 des fins diverses. Son utilisation s\u2019\u00e9tend \u00e0 diverses fins, comme l\u2019ad\u00e9quation de l\u2019offre et de la demande sur le march\u00e9 du travail, l\u2019embauche d\u2019employ\u00e9s, la r\u00e9alisation d\u2019interventions chirurgicales, le tutorat dans diverses mati\u00e8res scolaires, la prise de d\u00e9cisions pour la d\u00e9termination de peines criminelles, l\u2019automatisation de la conduite automobile et la pr\u00e9vision des lieux o\u00f9 se produiront des crimes.&nbsp;<\/p>\n\n\n\n<p>En effet, il est difficile de trouver aujourd\u2019hui un secteur ou un domaine o\u00f9 l\u2019IA n\u2019intervient pas d\u2019une quelconque fa\u00e7on. Dans le contexte du monde du travail, l\u2019IA est utilis\u00e9e comme un outil de d\u00e9veloppement des comp\u00e9tences, mais, comme les technologies pr\u00e9c\u00e9dentes, elle modifie aussi consid\u00e9rablement le paysage des comp\u00e9tences et de l\u2019emploi.<\/p>\n\n\n\n<p>Une consid\u00e9ration importante \u00e0 cet \u00e9gard concerne les r\u00e9percussions de l\u2019IA sur l\u2019\u00e9quit\u00e9 et l\u2019\u00e9galit\u00e9. Les relations sociales et les valeurs se refl\u00e8tent et se reproduisent dans la technologie, et l\u2019IA ne fait pas exception. En d\u2019autres termes, les pr\u00e9jug\u00e9s, la discrimination et les in\u00e9galit\u00e9s qui sont profond\u00e9ment ancr\u00e9s dans la soci\u00e9t\u00e9 peuvent \u00e9galement \u00eatre profond\u00e9ment ancr\u00e9s dans cette technologie.<\/p>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column margin-bottom-0 is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<div class=\"wp-block-group light-purple-bg-20 insights-report-aside is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-87328470 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns gap-10 is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column no-spacer is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-horizontal is-content-justification-left is-layout-flex wp-container-core-group-is-layout-1a09bdc8 wp-block-group-is-layout-flex\">\n<div style=\"height:20px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-62aae154\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large is-style-default\"><img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2019\/09\/3.2.4-Understanding-Future-Skills_-Emergence-of-an-Ecosystem-for-the-Digital-Economy.jpeg\" alt=\"\"\/><\/figure>\n\n\n\n<div style=\"height:24px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-541a6b20\"><\/div>\n\n\n\n<p class=\"has-black-color has-text-color\"><strong>\u00c9tat des comp\u00e9tences<\/strong> <strong>: <br>L\u2019IA au service de l\u2019\u00e9cosyst\u00e8me du d\u00e9veloppement des comp\u00e9tences<\/strong><\/p>\n\n\n\n<p class=\"is-style-default has-normal-font-size\">Pour profiter des avantages que l\u2019IA a \u00e0 offrir, son adoption et son d\u00e9ploiement devraient \u00eatre un processus collaboratif et inclusif qui reconnaisse et r\u00e9ponde aux pr\u00e9occupations r\u00e9elles des individus concernant l\u2019IA et la technologie de mani\u00e8re plus g\u00e9n\u00e9rale.<\/p>\n\n\n\n<div class=\"wp-block-ob-blocks-single-button alignleft  wp-block-ob-blocks-button--animated width-100\"><a class=\"btn btn--purple new_tab_blank\" href=\"https:\/\/fsc-ccf.ca\/fr\/projets\/state-of-skills-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lire le rapport<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>Toutefois, l\u2019IA promet \u00e9galement d\u2019am\u00e9liorer les conditions sociales en s\u2019attaquant aux biais inh\u00e9rents aux d\u00e9cisions humaines. Pour y parvenir, le d\u00e9ploiement et l\u2019adoption de l\u2019IA doivent se faire dans un esprit d\u2019\u00e9quit\u00e9.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"whats-next\" class=\"wp-block-ob-blocks-anchor-point short-content\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column gradient-top purple is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<\/div>\n\n\n\n<div class=\"tab tab-content\" data-title=\"T\u00e9l\u00e9chargements de rapports\" data-tab=\"\" id=\"\" data-show-reports=\"yes\">\n        \n\n<div class=\"wp-block-columns container container--with-overflow is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n\n\t\t<div class=\"display-reports display-tab\">\n\n\t\t\t\t\t\t\t<div class=\"display-reports__report display-reports__report-main\">\n\t\t\t\t\t<div class=\"display-reports__report-img\" style=\"background-image: url('https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/11\/multiracial-young-creative-people-in-modern-office-2022-01-18-23-52-00-utc-scaled.jpg')\"><\/div>\n\t\t\t\t\t<div class=\"display-reports__co\">\n\t\t\t\t\t\t<div class=\"display-reports__report-tags-container\">\n\t\t\t\t\t\t\t<p class=\"display-reports__report-tags-primary\">Rapport de recherche complet<\/p>\n\t\t\t\t\t\t\t<p class=\"display-reports__report-tags-secondary\">\n\t\t\t\t\t\t\t\tPDF\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<h2 class=\"display-reports__report-title\">An Equity Lens on Artificial Intelligence (en anglais seulement)<\/h2>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"display-reports__report-link-container\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/12\/FSC-401-00947-FERR-An-Equity-Lens-on-Artificial-Intelligence-Public-Version-English-1.pdf\"\n\t\t\t\t\t\t\tclass=\"display-reports__report-link\">T\u00e9l\u00e9charger\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/download-i-r-arrow.svg\" alt=\"\"\n\t\t\t\t\t\t\t\tclass=\"display-reports__report-link-arrow\">\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<!-- PDF: 309862 | https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2025\/02\/une-perspective-dequite-en-matiere-dintelligence-artificielle-5.pdf -->\t\t\t\t<div class=\"display-reports__report\">\n\t\t\t\t\t<div class=\"display-reports__report-img\" style=\"background-image: url('https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/report-cover.png')\"><\/div>\n\t\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"display-reports__report-tags-container\">\n\t\t\t\t\t\t\t<p class=\"display-reports__report-tags-primary\">Rapport de Perspectives<\/p>\n\t\t\t\t\t\t\t<p class=\"display-reports__report-tags-secondary\">PDF<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<h2 class=\"display-reports__report-title\">Perspectives du CCF<\/h2>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"display-reports__report-link-container\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2025\/02\/une-perspective-dequite-en-matiere-dintelligence-artificielle-5.pdf\"\n\t\t\t\t\t\t\tclass=\"display-reports__report-link\">T\u00e9l\u00e9charger\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/themes\/ob-fsc-2.0\/images\/icons\/download-i-r-arrow.svg\" alt=\"\"\n\t\t\t\t\t\t\t\tclass=\"display-reports__report-link-arrow\">\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n<\/div>\n\n    <\/div>\n<\/div>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"page-block cards-grid full-width-block card-style--default display-style--default page-block--white  \" >\n\t<div class=\"container container--with-overflow\">\n\t\t<h2 class=\"cards-grid__section-title heading-content section-title\">Plus de CCF<\/h2>\t\t\t\t<div class=\"overflow\">\n\t\t\t\n\t\t\t<div class=\"overflow__content cards-grid__grid large\">\n\t\t\t\n\t\t\t<div class=\"content-card content-card--research\">\n\t\t\t<div class=\"content-card__image\">\n\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/competences-numeriques-aujourdhui-demain\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2022\/10\/portrait-of-software-engineer-writing-code-arrangi-2022-01-13-00-39-13-utc-800x600.jpg\" alt=\"Software engineer writing code\"><\/a>\n\t\t<\/div>\n\t\t\t<div class=\"content-card__content\">\n\t\t<div class=\"content-card__text\">\n\t\t\t\t\t\t\t<div class=\"content-card__type\">\n\t\t\t\t\t<span href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/\">Recherche<\/span>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<h3 class=\"content-card__title\">\n\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/competences-numeriques-aujourdhui-demain\/\" target=\"_self\">Besoins en mati\u00e8re de comp\u00e9tences num\u00e9riques pour aujourd&#8217;hui et demain<\/a>\n\t\t\t<\/h3>\n\n\t\t\t<div class=\"metadata metadata--event\">\n\t<ul>\n\t\t<li class=\"metadata__date\">\n\t\t\t<div class=\"metadata__icon\"><svg width=\"10\" height=\"12\" viewBox=\"0 0 10 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"calendar_today\" d=\"M1.11111 11.5477C0.805556 11.5477 0.543982 11.4358 0.326389 11.212C0.108796 10.9882 0 10.7191 0 10.4049V2.40486C0 2.09057 0.108796 1.82152 0.326389 1.59771C0.543982 1.3739 0.805556 1.262 1.11111 1.262H1.66667V0.119141H2.77778V1.262H7.22222V0.119141H8.33333V1.262H8.88889C9.19444 1.262 9.45602 1.3739 9.67361 1.59771C9.8912 1.82152 10 2.09057 10 2.40486V10.4049C10 10.7191 9.8912 10.9882 9.67361 11.212C9.45602 11.4358 9.19444 11.5477 8.88889 11.5477H1.11111ZM1.11111 10.4049H8.88889V4.69057H1.11111V10.4049Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\tOctobre 2022\t\t<\/li>\n\n\t\t\t\t\t<li class=\"metadata__partners\">\n\t\t\t\t<div class=\"metadata__icon\"><svg width=\"12\" height=\"9\" viewBox=\"0 0 12 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Parnter Icon\" d=\"M0 9.00014V7.50014C0 7.19657 0.0795454 6.91755 0.238636 6.66309C0.397727 6.40862 0.609091 6.21443 0.872727 6.0805C1.43636 5.80371 2.00909 5.59612 2.59091 5.45773C3.17273 5.31934 3.76364 5.25014 4.36364 5.25014C4.96364 5.25014 5.55455 5.31934 6.13636 5.45773C6.71818 5.59612 7.29091 5.80371 7.85455 6.0805C8.11818 6.21443 8.32955 6.40862 8.48864 6.66309C8.64773 6.91755 8.72727 7.19657 8.72727 7.50014V9.00014H0ZM9.81818 9.00014V7.393C9.81818 7.00014 9.70682 6.62291 9.48409 6.2613C9.26136 5.89969 8.94546 5.58943 8.53636 5.3305C9 5.38407 9.43636 5.47559 9.84546 5.60505C10.2545 5.73451 10.6364 5.893 10.9909 6.0805C11.3182 6.25907 11.5682 6.45773 11.7409 6.67648C11.9136 6.89523 12 7.13407 12 7.393V9.00014H9.81818ZM4.36364 4.71443C3.76364 4.71443 3.25 4.5046 2.82273 4.08496C2.39545 3.66532 2.18182 3.16085 2.18182 2.57157C2.18182 1.98228 2.39545 1.47782 2.82273 1.05818C3.25 0.638532 3.76364 0.428711 4.36364 0.428711C4.96364 0.428711 5.47727 0.638532 5.90455 1.05818C6.33182 1.47782 6.54545 1.98228 6.54545 2.57157C6.54545 3.16085 6.33182 3.66532 5.90455 4.08496C5.47727 4.5046 4.96364 4.71443 4.36364 4.71443ZM9.81818 2.57157C9.81818 3.16085 9.60455 3.66532 9.17727 4.08496C8.75 4.5046 8.23636 4.71443 7.63636 4.71443C7.53636 4.71443 7.40909 4.70326 7.25455 4.68094C7.1 4.65862 6.97273 4.63407 6.87273 4.60728C7.11818 4.32157 7.30682 4.0046 7.43864 3.65639C7.57045 3.30818 7.63636 2.94657 7.63636 2.57157C7.63636 2.19657 7.57045 1.83496 7.43864 1.48675C7.30682 1.13853 7.11818 0.821568 6.87273 0.535854C7 0.491211 7.12727 0.462193 7.25455 0.4488C7.38182 0.435407 7.50909 0.428711 7.63636 0.428711C8.23636 0.428711 8.75 0.638532 9.17727 1.05818C9.60455 1.47782 9.81818 1.98228 9.81818 2.57157Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\t\t<div class=\"metadata__list\">\n\t\t\t\t\t<span>Signal49 Recherche<\/span>\t\t\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n<\/div>\t\t\t<div class=\"content-card__deck\">\n\t\t\t\tLa transformation num\u00e9rique rapide que conna\u00eet le Canada en raison de la pand\u00e9mie de COVID-19 est susceptible d\u2019accro\u00eetre la productivit\u00e9 et le potentiel de croissance de l\u2019\u00e9conomie pour les ann\u00e9es \u00e0 venir. Comment le Canada peut-il tirer parti de cette occasion?\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"content-card__terms\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"term-square\" style=\"background-color:#ec008c\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/themes\/parcours-vers-lemploi\/\">Parcours vers L\u2019emploi<\/a>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"term-square\" style=\"background-color:#04b8ad\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/themes\/technologie-et-automatisation\/\">Technologie et automatisation<\/a>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\n\t\t<\/div>\n\t\t\n\t<details class=\"related-reports\">\n\t\t<summary class=\"related-reports__summary\">\n\t\t\t<span class=\"related-reports__count\">1<\/span>\n\t\t\t<span class=\"related-reports__title\">Rapports associ\u00e9s<\/span>\n\t\t\t<span class=\"related-reports__icon\"><\/span>\n\t\t<\/summary>\n\t\t<ul class=\"related-reports__reports\">\n\t\t\t\t\t\t\t\t<li class=\"related-reports__report\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2022\/10\/CCF_digital-skills-for-today-and-tomorrow_FR.pdf\" target=\"_blank\">\n\t\t\t\t\t\t\t<div class=\"related-reports__tags\">\n\t\t\t\t\t\t\t\t<span class=\"related-reports__tag related-reports__tag--primary\">Rapport de recherche complet<\/span><span class=\"related-reports__tag related-reports__tag--secondary\">PDF<\/span>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\tBesoins en mati\u00e8re de  comp\u00e9tences num\u00e9riques  pour aujourd\u2019hui et demain\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<\/ul>\n\t<\/details>\n\t<\/div>\n<\/div><div class=\"content-card content-card--research\">\n\t\t\t<div class=\"content-card__image\">\n\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/competences-qui-rapportent-tourisme-hotellerie\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2021\/09\/pexels-andrea-piacquadio-3796810-800x600.jpg\" alt=\"\"><\/a>\n\t\t<\/div>\n\t\t\t<div class=\"content-card__content\">\n\t\t<div class=\"content-card__text\">\n\t\t\t\t\t\t\t<div class=\"content-card__type\">\n\t\t\t\t\t<span href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/\">Recherche<\/span>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<h3 class=\"content-card__title\">\n\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/recherche\/competences-qui-rapportent-tourisme-hotellerie\/\" target=\"_self\">Des comp\u00e9tences qui rapportent : cerner et \u00e9valuer les comp\u00e9tences sociales et \u00e9motionnelles dans le secteur du tourisme et de l\u2019h\u00f4tellerie<\/a>\n\t\t\t<\/h3>\n\n\t\t\t<div class=\"metadata metadata--event\">\n\t<ul>\n\t\t<li class=\"metadata__date\">\n\t\t\t<div class=\"metadata__icon\"><svg width=\"10\" height=\"12\" viewBox=\"0 0 10 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"calendar_today\" d=\"M1.11111 11.5477C0.805556 11.5477 0.543982 11.4358 0.326389 11.212C0.108796 10.9882 0 10.7191 0 10.4049V2.40486C0 2.09057 0.108796 1.82152 0.326389 1.59771C0.543982 1.3739 0.805556 1.262 1.11111 1.262H1.66667V0.119141H2.77778V1.262H7.22222V0.119141H8.33333V1.262H8.88889C9.19444 1.262 9.45602 1.3739 9.67361 1.59771C9.8912 1.82152 10 2.09057 10 2.40486V10.4049C10 10.7191 9.8912 10.9882 9.67361 11.212C9.45602 11.4358 9.19444 11.5477 8.88889 11.5477H1.11111ZM1.11111 10.4049H8.88889V4.69057H1.11111V10.4049Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\tSeptembre 2021\t\t<\/li>\n\n\t\t\t\t\t<li class=\"metadata__partners\">\n\t\t\t\t<div class=\"metadata__icon\"><svg width=\"12\" height=\"9\" viewBox=\"0 0 12 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Parnter Icon\" d=\"M0 9.00014V7.50014C0 7.19657 0.0795454 6.91755 0.238636 6.66309C0.397727 6.40862 0.609091 6.21443 0.872727 6.0805C1.43636 5.80371 2.00909 5.59612 2.59091 5.45773C3.17273 5.31934 3.76364 5.25014 4.36364 5.25014C4.96364 5.25014 5.55455 5.31934 6.13636 5.45773C6.71818 5.59612 7.29091 5.80371 7.85455 6.0805C8.11818 6.21443 8.32955 6.40862 8.48864 6.66309C8.64773 6.91755 8.72727 7.19657 8.72727 7.50014V9.00014H0ZM9.81818 9.00014V7.393C9.81818 7.00014 9.70682 6.62291 9.48409 6.2613C9.26136 5.89969 8.94546 5.58943 8.53636 5.3305C9 5.38407 9.43636 5.47559 9.84546 5.60505C10.2545 5.73451 10.6364 5.893 10.9909 6.0805C11.3182 6.25907 11.5682 6.45773 11.7409 6.67648C11.9136 6.89523 12 7.13407 12 7.393V9.00014H9.81818ZM4.36364 4.71443C3.76364 4.71443 3.25 4.5046 2.82273 4.08496C2.39545 3.66532 2.18182 3.16085 2.18182 2.57157C2.18182 1.98228 2.39545 1.47782 2.82273 1.05818C3.25 0.638532 3.76364 0.428711 4.36364 0.428711C4.96364 0.428711 5.47727 0.638532 5.90455 1.05818C6.33182 1.47782 6.54545 1.98228 6.54545 2.57157C6.54545 3.16085 6.33182 3.66532 5.90455 4.08496C5.47727 4.5046 4.96364 4.71443 4.36364 4.71443ZM9.81818 2.57157C9.81818 3.16085 9.60455 3.66532 9.17727 4.08496C8.75 4.5046 8.23636 4.71443 7.63636 4.71443C7.53636 4.71443 7.40909 4.70326 7.25455 4.68094C7.1 4.65862 6.97273 4.63407 6.87273 4.60728C7.11818 4.32157 7.30682 4.0046 7.43864 3.65639C7.57045 3.30818 7.63636 2.94657 7.63636 2.57157C7.63636 2.19657 7.57045 1.83496 7.43864 1.48675C7.30682 1.13853 7.11818 0.821568 6.87273 0.535854C7 0.491211 7.12727 0.462193 7.25455 0.4488C7.38182 0.435407 7.50909 0.428711 7.63636 0.428711C8.23636 0.428711 8.75 0.638532 9.17727 1.05818C9.60455 1.47782 9.81818 1.98228 9.81818 2.57157Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\t\t<div class=\"metadata__list\">\n\t\t\t\t\t<span>Signal49 Recherche<\/span>\t\t\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n<\/div>\t\t\t<div class=\"content-card__deck\">\n\t\t\t\tCet expos\u00e9 des enjeux \u00e9tablit la valeur de la reconnaissance des comp\u00e9tences sociales et \u00e9motionnelles (CSE) pour les employ\u00e9s et les employeurs en plus d\u2019examiner les cadres, les approches et les plateformes d\u2019\u00e9valuation des CSE en soutien \u00e0 la d\u00e9livrance de titres et certificats de comp\u00e9tences du secteur du tourisme et de l&#8217;hotellerie.\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"content-card__terms\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\n\t\t<\/div>\n\t\t\n\t<details class=\"related-reports\">\n\t\t<summary class=\"related-reports__summary\">\n\t\t\t<span class=\"related-reports__count\">1<\/span>\n\t\t\t<span class=\"related-reports__title\">Rapports associ\u00e9s<\/span>\n\t\t\t<span class=\"related-reports__icon\"><\/span>\n\t\t<\/summary>\n\t\t<ul class=\"related-reports__reports\">\n\t\t\t\t\t\t\t\t<li class=\"related-reports__report\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2021\/09\/Competences-qui-rapportent.pdf\" target=\"_blank\">\n\t\t\t\t\t\t\t<div class=\"related-reports__tags\">\n\t\t\t\t\t\t\t\t<span class=\"related-reports__tag related-reports__tag--primary\">Rapport de recherche complet<\/span><span class=\"related-reports__tag related-reports__tag--secondary\">PDF<\/span>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\tDes comp\u00e9tences qui rapportent : cerner et \u00e9valuer les comp\u00e9tences sociales et \u00e9motionnelles dans le secteur du tourisme et de l\u2019h\u00f4tellerie\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<\/ul>\n\t<\/details>\n\t<\/div>\n<\/div><div class=\"content-card content-card--project\">\n\t\t\t<div class=\"content-card__image\">\n\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/projets\/pathways-learning-assessment\/\" target=\"_self\"><img decoding=\"async\" src=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2023\/08\/health-doctor-with-face-mask-and-surgery-surgeon-2022-12-23-00-58-16-utc-scaled.jpg\" alt=\"Health, doctor with face mask and surgery, surgeon and operating room, hospital and healthcare zoom.\"><\/a>\n\t\t<\/div>\n\t\t\t<div class=\"content-card__content\">\n\t\t<div class=\"content-card__text\">\n\t\t\t\t\t\t\t<div class=\"content-card__type\">\n\t\t\t\t\t<span href=\"https:\/\/fsc-ccf.ca\/fr\/projets\/\">Projet<\/span>\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<h3 class=\"content-card__title\">\n\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/projets\/pathways-learning-assessment\/\" target=\"_self\">Parcours et \u00e9valuation de la reconnaissance des acquis et des comp\u00e9tences (\u00c9RA) pour les professionnels de la sant\u00e9 appliqu\u00e9e form\u00e9s \u00e0 l\u2019international ou issus de parcours non traditionnels<\/a>\n\t\t\t<\/h3>\n\n\t\t\t<div class=\"metadata metadata--event\">\n\t<ul>\n\t\t<li class=\"metadata__date\">\n\t\t\t<div class=\"metadata__icon\"><svg width=\"10\" height=\"12\" viewBox=\"0 0 10 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"calendar_today\" d=\"M1.11111 11.5477C0.805556 11.5477 0.543982 11.4358 0.326389 11.212C0.108796 10.9882 0 10.7191 0 10.4049V2.40486C0 2.09057 0.108796 1.82152 0.326389 1.59771C0.543982 1.3739 0.805556 1.262 1.11111 1.262H1.66667V0.119141H2.77778V1.262H7.22222V0.119141H8.33333V1.262H8.88889C9.19444 1.262 9.45602 1.3739 9.67361 1.59771C9.8912 1.82152 10 2.09057 10 2.40486V10.4049C10 10.7191 9.8912 10.9882 9.67361 11.212C9.45602 11.4358 9.19444 11.5477 8.88889 11.5477H1.11111ZM1.11111 10.4049H8.88889V4.69057H1.11111V10.4049Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\tAo\u00fbt 2023\t\t<\/li>\n\n\t\t\t\t\t<li class=\"metadata__partners\">\n\t\t\t\t<div class=\"metadata__icon\"><svg width=\"12\" height=\"9\" viewBox=\"0 0 12 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Parnter Icon\" d=\"M0 9.00014V7.50014C0 7.19657 0.0795454 6.91755 0.238636 6.66309C0.397727 6.40862 0.609091 6.21443 0.872727 6.0805C1.43636 5.80371 2.00909 5.59612 2.59091 5.45773C3.17273 5.31934 3.76364 5.25014 4.36364 5.25014C4.96364 5.25014 5.55455 5.31934 6.13636 5.45773C6.71818 5.59612 7.29091 5.80371 7.85455 6.0805C8.11818 6.21443 8.32955 6.40862 8.48864 6.66309C8.64773 6.91755 8.72727 7.19657 8.72727 7.50014V9.00014H0ZM9.81818 9.00014V7.393C9.81818 7.00014 9.70682 6.62291 9.48409 6.2613C9.26136 5.89969 8.94546 5.58943 8.53636 5.3305C9 5.38407 9.43636 5.47559 9.84546 5.60505C10.2545 5.73451 10.6364 5.893 10.9909 6.0805C11.3182 6.25907 11.5682 6.45773 11.7409 6.67648C11.9136 6.89523 12 7.13407 12 7.393V9.00014H9.81818ZM4.36364 4.71443C3.76364 4.71443 3.25 4.5046 2.82273 4.08496C2.39545 3.66532 2.18182 3.16085 2.18182 2.57157C2.18182 1.98228 2.39545 1.47782 2.82273 1.05818C3.25 0.638532 3.76364 0.428711 4.36364 0.428711C4.96364 0.428711 5.47727 0.638532 5.90455 1.05818C6.33182 1.47782 6.54545 1.98228 6.54545 2.57157C6.54545 3.16085 6.33182 3.66532 5.90455 4.08496C5.47727 4.5046 4.96364 4.71443 4.36364 4.71443ZM9.81818 2.57157C9.81818 3.16085 9.60455 3.66532 9.17727 4.08496C8.75 4.5046 8.23636 4.71443 7.63636 4.71443C7.53636 4.71443 7.40909 4.70326 7.25455 4.68094C7.1 4.65862 6.97273 4.63407 6.87273 4.60728C7.11818 4.32157 7.30682 4.0046 7.43864 3.65639C7.57045 3.30818 7.63636 2.94657 7.63636 2.57157C7.63636 2.19657 7.57045 1.83496 7.43864 1.48675C7.30682 1.13853 7.11818 0.821568 6.87273 0.535854C7 0.491211 7.12727 0.462193 7.25455 0.4488C7.38182 0.435407 7.50909 0.428711 7.63636 0.428711C8.23636 0.428711 8.75 0.638532 9.17727 1.05818C9.60455 1.47782 9.81818 1.98228 9.81818 2.57157Z\" fill=\"#71136C\"\/>\n<\/svg>\n<\/div>\n\t\t\t\t<div class=\"metadata__list\">\n\t\t\t\t\t<span>The Michener Institute of Education at UHN<\/span>\t\t\t\t<\/div>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n<\/div>\t\t\t<div class=\"content-card__deck\">\n\t\t\t\tCe projet vise \u00e0 mieux comprendre comment l\u2019\u00c9RA est utilis\u00e9e, ou peut \u00eatre utilis\u00e9e, pour acc\u00e9l\u00e9rer efficacement les apprenants dans les programmes de sciences de la sant\u00e9 appliqu\u00e9es.\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"content-card__terms\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"term-square\" style=\"background-color:#d218c0\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/themes\/economie-inclusive\/\">\u00c9conomie inclusive<\/a>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\n\t\t<\/div>\n\t\t\n\t<details class=\"related-reports\">\n\t\t<summary class=\"related-reports__summary\">\n\t\t\t<span class=\"related-reports__count\">2<\/span>\n\t\t\t<span class=\"related-reports__title\">Rapports associ\u00e9s<\/span>\n\t\t\t<span class=\"related-reports__icon\"><\/span>\n\t\t<\/summary>\n\t\t<ul class=\"related-reports__reports\">\n\t\t\t\t\t\t\t\t<li class=\"related-reports__report\">\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2024\/03\/FSC-PLAR-report-FINAL.pdf\" target=\"_blank\">\n\t\t\t\t\t\t\t<div class=\"related-reports__tags\">\n\t\t\t\t\t\t\t\t<span class=\"related-reports__tag related-reports__tag--primary\">Rapport de recherche<\/span><span class=\"related-reports__tag related-reports__tag--secondary\">PDF<\/span><span class=\"related-reports__tag related-reports__tag--secondary\">En anglais seulement<\/span>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\tThe Fundamentals of Health Care Diploma at Michener Institute of Education: A Decision-Oriented Study to Build an Evidence-Based PLAR Model\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li class=\"related-reports__report\">\n\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/wp-content\/uploads\/2025\/11\/parcours-et-evaluation-de-la-reconnaissance-des-acquis-et-des-competences-era-pour-les-professionnels-de-la-sante-appliquee-formes-a-linternational-ou-issus-de-parcours-non-traditionnels-1.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<div class=\"related-reports__tags\">\n\t\t\t\t\t\t\t<span class=\"related-reports__tag related-reports__tag--primary\">Rapport de Perspectives<\/span><span class=\"related-reports__tag related-reports__tag--secondary\">PDF<\/span>\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\tT\u00e9l\u00e9charger le rapport de perspective\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t\t<\/ul>\n\t<\/details>\n\t<\/div>\n<\/div>\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<a href=\"https:\/\/fsc-ccf.ca\/fr\/projects-and-research-archive\/\" class=\"cards-grid__view-all heading-content\"><span>Afficher tout<\/span><span class=\"triangle triangle--right\"><\/span><\/a>\n\t\t\t\t\t\t<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"padding-16 no-margin-bottom has-black-color has-text-color has-background\" style=\"background-color:#0000000d\">Des questions sur notre travail ? Souhaitez-vous avoir acc\u00e8s \u00e0 un rapport en anglais ou en fran\u00e7ais ? Veuillez contacter&nbsp;<a href=\"mailto:communications@fsc-ccf.ca\">communications@fsc-ccf.ca<\/a>.<\/p>\n\n\n\n<p class=\"padding-16 no-margin-bottom citation has-black-color has-text-color has-background\" style=\"background-color:#0000000d\"><strong>Comment Citer Ce Rapport<\/strong><br>Young, S. et McDonough, L. (2024). Rapport sur les le\u00e7ons du projet&nbsp;: Une perspective d\u2019\u00e9quit\u00e9 en mati\u00e8re d\u2019intelligence artificielle, Universit\u00e9 de Toronto. Toronto&nbsp;: Centre des comp\u00e9tences futures. https:\/\/fsc-ccf.ca\/fr\/recherche\/equity-lens-on-ai\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans ce rapport, nous explorons les raisons qui expliquent les r\u00e9percussions de l\u2019IA sur l\u2019\u00e9quit\u00e9 et la qualit\u00e9 (le \u00ab\u00a0pourquoi\u00a0\u00bb) et la mani\u00e8re dont l\u2019IA influence ces questions dans la pratique (le \u00ab\u00a0comment\u00a0\u00bb), offrant aux dirigeants, aux d\u00e9cideurs politiques et aux \u00e9tudiants des observations sur l\u2019utilisation actuelle et ult\u00e9rieure de l\u2019IA.<\/p>\n","protected":false},"menu_order":0,"template":"custom-project-insight-report.php","tags":[],"region":[1319],"research_type":[],"populations":[1637,1638,1642,1644,1636,1643],"themes":[1630,1554],"class_list":["post-309693","research","type-research","status-publish","hentry","region-across-canada-fr","populations-black-communities-fr","populations-racialized-peoples-fr","populations-women-fr","populations-newcomers-immigrants-refugees-fr","populations-indigenous-peoples-fr","populations-lgbtq2s-fr","themes-intelligence-artificielle","themes-technologie-et-automatisation"],"acf":{"anchors":[{"anchor_name":"Sommaire","anchor_link":"#executive-summary"},{"anchor_name":"L\u2019enjeu","anchor_link":"#the-issue"},{"anchor_name":"Ce que nous examinons","anchor_link":"#what-were-investigating"},{"anchor_name":"Ce que nous apprenons","anchor_link":"#what-were-learning"},{"anchor_name":"Pourquoi c\u2019est 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