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Work with communities Create accessible technology Empower marginalized stakeholders Address social inequality AI has the potential to both increase and reduce social inequality. To ensure AI generates more social good than harm, the people affected by this technology must be engaged in its development and deployment. Partnership on AI’s Inclusive Research and Design Program provides practical resources for how AI can be created with communities — not just for them. ourwork Our Inclusive Research & Design Work PAI is developing two crucial resources to advance responsible AI development: Inclusive AI Learning Modules and Inclusive AI Guidelines. These initiatives, set to release in 2024, aim to bridge the gap between community aspirations and industry realities in AI development. The Inclusive AI Learning Modules are being created in collaboration with experts to serve as a comprehensive primer on participatory practices in AI. Once completed, this resource will foster collective learning and problem-solving in responsible AI development, benefiting both the PAI community and the broader public. Concurrently, our multi-sector Global Task Force is developing Inclusive AI Guidelines to balance the aspirations of community advocates, who desire greater involvement in AI development, with the practical constraints faced by industry practitioners. To ensure the guidelines address real-world technology development challenges while considering diverse stakeholder needs, PAI is incorporating ongoing public feedback, including valuable input from labor-oriented and civil society organizations. By combining educational resources with practical guidelines, PAI is creating a more inclusive, responsible, and effective approach to AI development. Learn More Global Task Force for Inclusive AI The Task Force is a body of leading practitioners and researchers across academia, civil society, industry, and policy building a framework for ethical and inclusive public engagement practices in the field of AI.   featured Featured Work history Program History Building on its longstanding commitment to diversity, equity, and inclusivity, PAI expanded its efforts in 2020 to address these critical issues in AI technology development and deployment. This enhanced focus began with the launch of the Methods for Inclusion Research Project and the Diversity & Inclusion Research Project. These foundational qualitative research efforts led to the establishment of the Inclusive Research & Design Program. Following this, PAI published a white paper on \"Making AI Inclusive\" and a research paper titled \"After the Offer: The Role of Attrition in AI's 'Diversity Problem'\" in 2022. To further expand its impact and initiatives, PAI launched a Global Task Force in 2023. These ongoing efforts reflect PAI's commitment to fostering a more inclusive and responsible approach to AI development and deployment across the industry.","Inclusive Research & Design Sign-up to receive updates on this and other PAI Programs. overview How can ethical stakeholder engagement reshape AI development? Work with communities Create accessible technology Empower marginalized stakeholders Address social inequality AI has the potential to both increase and reduce social inequality. To ensure AI generates more social good than harm, the people affected by this technology must be engaged in its development and deployment. Partnership on AI’s Inclusive Research and Design Program provides practical resources for how AI can be created with communities — not just for them. ourwork Our Inclusive Research & Design Work PAI is developing two crucial resources to advance responsible AI development: Inclusive AI Learning Modules and Inclusive AI Guidelines. These initiatives, set to release in 2024, aim to bridge the gap between community aspirations and industry realities in AI development. The Inclusive AI Learning Modules are being created in collaboration with experts to serve as a comprehensive primer on participatory practices in AI. Once completed, this resource will foster collective learning and problem-solving in responsible AI development, benefiting both the PAI community and the broader public. 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Learn More Global Task Force for Inclusive AI The Task Force is a body of leading practitioners and researchers across academia, civil society, industry, and policy building a framework for ethical and inclusive public engagement practices in the field of AI.   featured Featured Work history Program History Building on its longstanding commitment to diversity, equity, and inclusivity, PAI expanded its efforts in 2020 to address these critical issues in AI technology development and deployment. This enhanced focus began with the launch of the Methods for Inclusion Research Project and the Diversity & Inclusion Research Project. These foundational qualitative research efforts led to the establishment of the Inclusive Research & Design Program. Following this, PAI published a white paper on \"Making AI Inclusive\" and a research paper titled \"After the Offer: The Role of Attrition in AI's 'Diversity Problem'\" in 2022. 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href="https://partnershiponai.org/work/">Our Work</a><span> / </span></li> </ul> </div> <h1>Inclusive Research & Design</h1> </div> </div> </div> <div class="oval-wrapper"> <span class="circle dark-coral"></span> <span class="circle coral"></span> </div> </div> </div></div> <div class="container main-content-wrapper page-content-width"> <div class="main-left-content"> <nav class="main-sidebar"> <div class="menu"> <ul> <li><a data-go-to-anchor="#overview" href="#overview">Overview</a></li> <li><a data-go-to-anchor="#ourwork" href="#ourwork">Our Inclusive Research & Design Work</a></li> <li><a data-go-to-anchor="#featured" href="#featured">Featured Work</a></li> <li><a data-go-to-anchor="#history" href="#history">Program History</a></li> </ul> </div> <div class="form-block"> <p>Sign-up to receive updates on this and other PAI Programs.<br /> <a target="_blank" href='https://partnershiponai.org/stay-connected-with-pai/' class='btn coral large'>STAY INFORMED</a></p> </div> </nav> </div>  <div class="page-content-container"> <div class="content"> <main class="main content-wrapper-wp-frontend">   <div class="page-row row-transparent page-row-wp-frontend" > <div class="container">  <div class="anchor-module-container" id="overview" data-anchor="overview"></div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <h3>How can ethical stakeholder engagement reshape AI development?</h3> </div> </div> </div> <div class="module wysiwyg-12-12 "> <div class="wysiwyg-12-12-container container"> <div class="wysiwyg-width col-lg-12 col-md-12 center-align" > <div class="wysiwyg-wrapper col-lg-6 left-column "> <div class="wysiwyg-content"> <div style="float: left; width: 50%; vertical-align: text-top;"> <div style="margin-right: 32px;"> <h6><a href="https://partnershiponai.org/wp-content/uploads/2022/03/icon_ird-communities.svg"><img decoding="async" class="alignright wp-image-9496" src="https://partnershiponai.org/wp-content/uploads/2022/03/icon_ird-communities.svg" alt="" width="400" /></a></h6> <p style="text-align: center;"><strong>Work with communities </strong></p> </div> </div> <div style="float: right; width: 50%; vertical-align: text-top;"> <div style="margin-left: 32px;"> <h6><img decoding="async" class="wp-image-9495 alignright" src="https://partnershiponai.org/wp-content/uploads/2022/03/icon_ird-accessible.svg" alt="" width="400" /></h6> <p style="text-align: center;"><strong>Create accessible technology</strong></p> </div> </div> </div> </div> <div class="wysiwyg-wrapper col-lg-6 right-column "> <div class="wysiwyg-content"> <div style="float: left; width: 50%; vertical-align: text-top;"> <div style="margin-right: 32px;"> <h6><img decoding="async" class="alignright wp-image-9498" src="https://partnershiponai.org/wp-content/uploads/2022/03/icon_ird-marginalized.svg" alt="" width="400" /></h6> <p style="text-align: center;"><strong>Empower marginalized stakeholders</strong></p> </div> </div> <div style="float: right; width: 50%; vertical-align: text-top;"> <div style="margin-left: 32px;"> <h6><img decoding="async" class="alignright wp-image-9497" src="https://partnershiponai.org/wp-content/uploads/2022/03/icon_ird-inequality.svg" alt="" width="400" /></h6> <p style="text-align: center;"><strong>Address social inequality</strong></p> </div> </div> </div> </div> </div> </div> </div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <p>AI has the potential to both increase and reduce social inequality. To ensure AI generates more social good than harm, the people affected by this technology must be engaged in its development and deployment. Partnership on AI’s Inclusive Research and Design Program provides practical resources for how AI can be created with communities — not just for them.</p> </div> </div> </div> <div class="anchor-module-container" id="ourwork" data-anchor="ourwork"></div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <h2 style="text-align: left;">Our Inclusive Research & Design Work</h2> <p>PAI is developing two crucial resources to advance responsible AI development: Inclusive AI Learning Modules and Inclusive AI Guidelines. These initiatives, set to release in 2024, aim to bridge the gap between community aspirations and industry realities in AI development.</p> <p>The Inclusive AI Learning Modules are being created in collaboration with experts to serve as a comprehensive primer on participatory practices in AI. Once completed, this resource will foster collective learning and problem-solving in responsible AI development, benefiting both the PAI community and the broader public. Concurrently, our multi-sector <a href="https://partnershiponai.org/global-task-force-for-inclusive-ai/" target="_blank" rel="noopener">Global Task Force</a> is developing Inclusive AI Guidelines to balance the aspirations of community advocates, who desire greater involvement in AI development, with the practical constraints faced by industry practitioners. To ensure the guidelines address real-world technology development challenges while considering diverse stakeholder needs, PAI is incorporating ongoing public feedback, including valuable input from labor-oriented and civil society organizations.</p> <p>By combining educational resources with practical guidelines, PAI is creating a more inclusive, responsible, and effective approach to AI development.</p> </div> </div> </div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <div class="billboard"> <div class="row"> <div class="col-sm-12 col-md-3"><a href="https://partnershiponai.org/global-task-force-for-inclusive-ai/"><img fetchpriority="high" decoding="async" class="alignleft wp-image-10193 size-full" src="https://partnershiponai.org/wp-content/uploads/2024/06/AI-task-force-logo-v2-1200x1200-1.svg" alt="" width="942" height="942" /></a></div> <div class="col-sm-12 col-md-1"></div> <div class="col-sm-12 col-md-8"> <div class="h7" style="color: #ec9982;">Learn More</div> <h3 class="whitetext">Global Task Force for Inclusive AI</h3> <div class="medium-description whitetext" style="margin-top: 0.5em; font-weight: 100;">The Task Force is a body of leading practitioners and researchers across academia, civil society, industry, and policy building a framework for ethical and inclusive public engagement practices in the field of AI.</div> <div><a href='https://partnershiponai.org/global-task-force-for-inclusive-ai/' class='btn coral small'>Explore the Task Force</a></div> </div> </div> </div> <p> </p> </div> </div> </div> <div class="anchor-module-container" id="featured" data-anchor="featured"></div> <div class="latest_card_carousel module " slider-config="{"perPage":4,"autoplay":true}"> <div class="container"> <div class="module-header"> <div class="module_title_container"> <h2 class="text-left title">Featured Work</h2> <div class="arrows-container header-arrows"> <div class="splide__arrows"> <button class="splide__arrow splide__arrow--prev"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="slides-container"> <div class="slides splide"> <div class="splide__track"> <div class="splide__list"> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/stakeholder-engagement-for-responsible-ai-introducing-pais-guidelines-for-participatory-and-inclusive-ai/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/09/task-force-reccs-2080x960-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Inclusive Research & Design/Methods for Inclusion</span> <h6>Stakeholder Engagement for Responsible AI: Introducing PAI’s Guidelines for Participatory and Inclusive AI</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/ParkTinaM_Headshot.png" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Tina Park</span> <span class="posted_at">Sep 17, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/pais-response-to-the-uns-governing-ai-for-humanity-interim-report/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2024/03/UN-response-2080x960-1.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Blog</span> </div> <div class="content_block">  <span class="program sm-text">Inclusive Research & Design/Diversity, Equity, and Inclusion</span> <h6>PAI’s Response to the UN’s Governing AI for Humanity Interim Report</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/12/JiyooChang-Profile-e1671575326507.jpg" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Jiyoo Chang</span> <span class="posted_at">Mar 14, 2024</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/paper/making-ai-inclusive-4-guiding-principles-for-ethical-engagement/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/07/inclusive-AI-principles-1800x945-1.jpg" class="featured-img" loading="lazy"> <span class="content_type sm-text">Research and Publications</span> </div> <div class="content_block">  <span class="program sm-text">Inclusive Research & Design/Methods for Inclusion</span> <h6>Making AI Inclusive: 4 Guiding Principles for Ethical Engagement</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/ParkTinaM_Headshot.png" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Tina Park</span> <span class="posted_at">Jul 20, 2022</span> </div>  </div> </a> </div> <div class="slide splide__slide"> <a class="post-card" href="https://partnershiponai.org/paper/after-the-offer-the-role-of-attrition-in-ais-diversity-problem/" target="_self" > <div class="featured_image"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2022/04/DEI-attrition-event-hero-1260H.png" class="featured-img" loading="lazy"> <span class="content_type sm-text">Research and Publications</span> </div> <div class="content_block">  <span class="program sm-text">Inclusive Research & Design/Diversity, Equity, and Inclusion</span> <h6>After the Offer: The Role of Attrition in AI’s ‘Diversity Problem’</h6> <p class="post_excerpt"> </p> </div> <div class="author_info"> <img decoding="async" src="https://partnershiponai.org/wp-content/uploads/2021/07/Jeff-color.png" alt="" class="author_photo" loading="lazy"> <div class="author_meta sm-text"> <span class="author_name">Jeffrey Brown</span> <span class="posted_at">Apr 13, 2022</span> </div>  </div> </a> </div> </div> </div> <div class="splide__arrows"> <button 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19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> <button class="splide__arrow splide__arrow--next"><svg xmlns="http://www.w3.org/2000/svg" fill="#000" height="1792" viewBox="0 0 1792 1792" width="1792"><path d="M1363 877l-742 742q-19 19-45 19t-45-19l-166-166q-19-19-19-45t19-45l531-531-531-531q-19-19-19-45t19-45L531 45q19-19 45-19t45 19l742 742q19 19 19 45t-19 45z"/></svg></button> </div> </div> </div> </div> <div class="anchor-module-container" id="history" data-anchor="history"></div> <div class="module wysiwyg-module "> <div class="container "> <div class="wysiwyg-content col-lg-12 col-md-12 "> <h2 style="text-align: left;">Program History</h2> <p>Building on its longstanding commitment to diversity, equity, and inclusivity, PAI expanded its efforts in 2020 to address these critical issues in AI technology development and deployment. This enhanced focus began with the launch of the <a href="https://partnershiponai.org/workstream/methods-for-inclusion/" target="_blank" rel="noopener">Methods for Inclusion Research Project</a> and the <a href="https://partnershiponai.org/workstream/diversity-equity-and-inclusion/" target="_blank" rel="noopener">Diversity & Inclusion Research Project</a>. These foundational qualitative research efforts led to the establishment of the Inclusive Research & Design Program.</p> <p>Following this, PAI published a white paper on “<a href="https://partnershiponai.org/paper/making-ai-inclusive-4-guiding-principles-for-ethical-engagement/" target="_blank" rel="noopener">Making AI Inclusive</a>” and a research paper titled “<a href="https://partnershiponai.org/paper/after-the-offer-the-role-of-attrition-in-ais-diversity-problem/" target="_blank" rel="noopener">After the Offer: The Role of Attrition in AI’s ‘Diversity Problem’</a>” in 2022. To further expand its impact and initiatives, PAI launched a <a href="https://partnershiponai.org/global-task-force-for-inclusive-ai/" target="_blank" rel="noopener">Global Task Force</a> in 2023. These ongoing efforts reflect PAI’s commitment to fostering a more inclusive and responsible approach to AI development and deployment across the industry.</p> </div> </div> </div> </div> </div> </main> </div> </div> </div> </div> </main> </div> </div> <footer class="site-footer content-info"> <div class="left-dot dot dot-sm"><div class="left-inner-dot dot dot-xs dot-coral"></div></div>  <div class="footer-top"> <div class="footer-top-inner container"> <div class="footer-top-wrap"> <div class="footer-social-links"> <ul class="social-links"> <li><a href="https://twitter.com/partnershipai?lang=en" target="_blank" class="btn"><i class="fab fa-twitter"></i></a></li> <li><a href="https://www.facebook.com/partnershipai/" target="_blank" class="btn"><i class="fab fa-facebook-f"></i></a></li> <li><a href="https://www.linkedin.com/company/partnershipai" target="_blank" class="btn"><i class="fab fa-linkedin-in"></i></a></li> </ul> </div> <div class="footer-menu"> <nav class="nav footer-nav"> <div class="menu-footer-menu-container"><ul id="menu-footer-menu-2" class="nav"><li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor menu-item-2159"><a href="https://new.partnershiponai.org/work">OUR WORK</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2160"><a href="https://new.partnershiponai.org/resources/">RESOURCES</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5232"><a href="https://partnershiponai.org/events/">EVENTS</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2161"><a href="/about">ABOUT US</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-2162"><a href="/partners">PARTNERS</a></li> <li class="footer-only menu-item menu-item-type-custom menu-item-object-custom menu-item-10338"><a href="/donate">SUPPORT US</a></li> </ul></div> </nav> </div> </div> </div> </div> <div class="footer-bottom"> <div class="container footer-header-container"> <div class="copyright"><p>© 2024 Partnership on AI | All Rights Reserved</p></div> <div class="footer-bottom-link"> <ul> <li> <a href="/transparency-governance">Transparency and Governance</a> </li> <li> <a href="https://new.partnershiponai.org/privacy-policy/">Privacy Policy</a> </li> </ul> </div> </div> </div> </footer> <div id="sizer"></div> <script type="text/javascript" src="https://partnershiponai.org/wp-includes/js/dist/hooks.min.js?ver=2810c76e705dd1a53b18" id="wp-hooks-js"></script> <script type="text/javascript" src="https://partnershiponai.org/wp-includes/js/dist/i18n.min.js?ver=5e580eb46a90c2b997e6" id="wp-i18n-js"></script> <script type="text/javascript" id="wp-i18n-js-after"> /* <![CDATA[ */ wp.i18n.setLocaleData( { 'text direction\u0004ltr': [ 'ltr' ] } ); /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/contact-form-7/includes/swv/js/index.js?ver=5.9.8" id="swv-js"></script> <script type="text/javascript" id="contact-form-7-js-extra"> /* <![CDATA[ */ var wpcf7 = {"api":{"root":"https:\/\/partnershiponai.org\/wp-json\/","namespace":"contact-form-7\/v1"},"cached":"1"}; /* ]]> */ </script> <script type="text/javascript" src="https://partnershiponai.org/wp-content/plugins/contact-form-7/includes/js/index.js?ver=5.9.8" id="contact-form-7-js"></script> <script type="text/javascript" id="dlm-xhr-js-extra"> /* <![CDATA[ */ var dlmXHRtranslations = {"error":"An error occurred while trying to download the file. 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