<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <title> Roadmap </title> <link rel="stylesheet" type="text/css" href="/dist/custom_fontawesome.ac60244596e1.css"> <link rel="stylesheet" type="text/css" href="/dist/application.ca391f6cb6ce.css"> <link rel="stylesheet" type="text/css" href="/dist/content.124706b6abde.css"> <script nonce="ClGoYFPJQo2RjdoTnViqKg==" type="text/javascript" src="/dist/uswds-init.min.0c5600cc9db1.js"></script> <meta name="description" content="" /> <link rel="canonical" href="/airmf-resources/roadmap/" /> <meta property="og:url" content="/airmf-resources/roadmap/" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:title" content="Roadmap " /> <meta name="twitter:description" content=""> <meta property="og:type" content="website" /> <meta property="og:title" content="Roadmap" /> <meta property="og:description" content="" /> <meta property="og:site_name" content="" /> </head> <body class=" layout-styleguide "> <a class="usa-skipnav" href="#main-content">Skip to main content</a> <div class="app-content"> <section class="usa-banner site-banner" aria-label="Official website of the United States government"> <div class="usa-accordion"> <header class="usa-banner__header"> <div class="usa-banner__inner"> <div class="grid-col-auto"> <img aria-hidden="true" class="usa-banner__header-flag" src="/img/us_flag_small.png" alt="Small US Flag" /> </div> <div class="grid-col-fill tablet:grid-col-auto" aria-hidden="true"> <p class="usa-banner__header-text">An official website of the United States government</p> <p class="usa-banner__header-action">Here’s how you know</p> </div> <button type="button" class="usa-accordion__button usa-banner__button" aria-expanded="false" aria-controls="gov-banner-default-default"> <span class="usa-banner__button-text">Here’s how you know</span> </button> </div> </header> <div class="usa-banner__content usa-accordion__content" id="gov-banner-default-default"> <div class="grid-row grid-gap-lg"> <div class="usa-banner__guidance tablet:grid-col-6"> <img class="usa-banner__icon usa-media-block__img" src="/img/icon-dot-gov.svg" role="img" alt="Small Dot Gov Icon" aria-hidden="true" /> <div class="usa-media-block__body"> <p> <strong>Official websites use .gov</strong> <br /> A <strong>.gov</strong> website belongs to an official government organization in the United States. </p> </div> </div> <div class="usa-banner__guidance tablet:grid-col-6"> <img class="usa-banner__icon usa-media-block__img" src="/img/icon-https.svg" role="img" alt="Small HTTPS Lock Icon" aria-hidden="true" /> <div class="usa-media-block__body"> <p> <strong>Secure .gov websites use HTTPS</strong> <br /> A <strong>lock</strong> ( <span class="icon-lock"> <svg xmlns="http://www.w3.org/2000/svg" width="52" height="64" viewBox="0 0 52 64" class="usa-banner__lock-image" role="img" aria-labelledby="banner-lock-description-default" focusable="false"> <title id="banner-lock-title-default">Lock</title> <desc id="banner-lock-description-default">Locked padlock icon</desc> <path fill="#000000" fill-rule="evenodd" d="M26 0c10.493 0 19 8.507 19 19v9h3a4 4 0 0 1 4 4v28a4 4 0 0 1-4 4H4a4 4 0 0 1-4-4V32a4 4 0 0 1 4-4h3v-9C7 8.507 15.507 0 26 0zm0 8c-5.979 0-10.843 4.77-10.996 10.712L15 19v9h22v-9c0-6.075-4.925-11-11-11z" /> </svg> </span>) or <strong>https://</strong> means you’ve safely connected to the .gov website. 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As directed by the National Artificial Intelligence Initiative Act of 2020 (P.L. 116-283), the goal of the AI RMF is to offer a <em>voluntary</em> resource to the organizations designing, developing, deploying, or using AI systems to help manage the many risks of AI and promote trustworthy and responsible development and use of AI systems. </p> <p> The Framework is intended to be voluntary, rights-preserving, non-sector specific, and use-case agnostic, providing flexibility to organizations of all sizes and in all sectors and throughout society to implement the approaches in the Framework. The AI RMF is designed to equip organizations and individuals – AI actors – with approaches that increase the trustworthiness of AI systems. </p> <p> This Roadmap identifies key activities for advancing the AI RMF that <em>could be carried out by NIST in collaboration with private and public sector organizations – or by those organizations independently</em>. NIST’s involvement will depend in part on resources available. Work described in the Roadmap is intended to help fill gaps in knowledge, practice, or guidance and be useful to a broader audience in pursuit of trustworthy and responsible AI. Roadmap activities will change as AI technologies and experience evolve. </p> <div id="roadmap--feedback-box" class="usa-alert usa-alert--info"> <div class="usa-alert__body"> <h4 class="usa-alert__heading">Community feedback</h4> <p class="usa-alert__text"> Comments on this Roadmap are welcomed by NIST at any time and may refer to specific items that are either missing or incomplete, or express commitments to pursue Roadmap items. Comments should be addressed to <a href="mailto:AIframework@nist.gov" class="usa-link"><i class="fa-regular fa-envelope"></i> AIframework@nist.gov</a>. </p> </div> </div> <p>Below are areas that NIST considers to be top priorities to advance the AI RMF and its use:</p> <ol class="usa-list"> <li> <strong>Alignment with international standards and production crosswalks</strong> <strong>to related standards</strong>. (e.g., ISO/IEC 5338, ISO/IEC 38507, ISO/IEC 22989, ISO/IEC 24028, ISO/IEC DIS 42001, and ISO/IEC NP 42005.) <br /><br />In its role as federal AI standards coordinator, NIST works across the government and with industry stakeholders to identify critical standards development activities, strategies, and gaps. Based on priorities outlined in the NIST-developed “<a href="https://www.nist.gov/document/report-plan-federal-engagement-developing-technical-standards-and-related-tools" title="Report: A Plan for Federal Engagement in Developing Technical Standards and Related Tools" class="usa-link">Plan for Federal Engagement in AI Standards and Related Tools</a>,” NIST is tracking AI standards development opportunities, periodically collecting and analyzing information about agencies’ AI standards-related priority activities, and making recommendations through the interagency process to optimize engagement. NIST also participates in selected AI standards activities. See: <a href="https://www.nist.gov/artificial-intelligence/technical-ai-standards" class="usa-link">https://www.nist.gov/artificial-intelligence/technical-ai-standards</a><br /> </li> <li> <strong>Expanded TEVV efforts.</strong> NIST will work with the broader community to develop tools, benchmarks, testbeds, and standardized methodologies for evaluating risks in AI and system trustworthiness, including from a socio-technical lens.<br /> </li> <li> <strong>AI RMF 1.0 Profiles</strong>. Profiles are a primary method for organizations to share real-life examples of how they put the AI RMF into practice. These profiles can be for a given industry sector (such as hiring, criminal justice, lending), cross-sectoral (such as large language models, cloud-based services or acquisition), temporal (such as current vs desired state), or other topics. Organizations and individuals are encouraged to jointly or independently produce AI RMF profiles.<br /> </li> <li> <strong>Guidance on the tradeoffs and relationships that may exist among trustworthiness characteristics</strong>. A key challenge in managing AI risks is the need to balance and navigate tradeoffs between trustworthiness characteristics, and to do so systematically and dependent on the values at play in the variety of contexts and use cases. NIST intends to investigate key concepts in this topic area and develop guidance for navigating tradeoffs with the broader community.<br /> </li> <li> <strong>Measuring the effectiveness of the AI RMF. </strong>As the AI RMF is adopted, organizations will have different experiences applying the Framework. These lessons and insights can improve the utility and effectiveness of the AI RMF and enhance our understanding of managing AI risks more generally. NIST will collaborate with experts in program evaluation, the AI RMF user community, and other interested parties to establish methods to capture, evaluate, and share insights about the Framework’s use. These efforts will contribute to revisions to AI RMF 1.0 and future versions of this Roadmap.<br /> </li> <li> <strong>Development of case studies</strong> about how the AI RMF has been used by a single organization or sector, context, or AI actor. Use cases may be similar to AI RMF profiles but can more directly describe organizational experiences and challenges using the AI RMF – and how they were addressed – along with information about resources, timeframes, and AI RMF effectiveness.<br /> </li> <li> <strong>Guidance on human factors and human-AI teaming in the context of AI risk management.</strong> NIST intends to investigate how human-AI teams should best be configured to reduce likelihood of negative impacts/harms to individuals, groups, communities, and society. These impacts may be related to human<em> insights</em> about AI-produced output, or human <em>oversight</em> of AI systems and their operation in real world environments.<br /> </li> <li> <strong>Guidance related to explainability and interpretability, and how to apply that guidance within the AI RMF. </strong>As our knowledge advances about how AI is understood across different audiences and for different purposes, NIST has identified a need to connect the field of AI explainability and interpretability more directly to AI risk management.<br /> </li> <li> <strong>Guidance on methods for developing reasonable risk tolerances. </strong>NIST will work with the community to identify approaches organizations can use to develop risk tolerances.<br /> </li> <li> <strong>Tutorials and other</strong> <strong>resources to enhance multi-disciplinary and socio-technical approaches to AI risk management. </strong>Topics associated with AI risk management are complex and evolving, and the community of interest will continue to expand and become increasingly multidisciplinary. To keep the broader AI community informed, NIST will encourage subject matter experts and other interested parties to develop education materials targeted to different audience types and will contribute its technical expertise to these efforts. </li> </ol> <div class="usa-card__container margin-y-2 shadow-5 bg-primary-lighter tablet:grid-col"> <div class="usa-card__header order-first text-center padding-bottom-2"> <h2 class="usa-card__heading"></h2> </div> <div class="usa-card__media usa-card__media--inset grid-container"> <div class="usa-card__img"> <img src="/img/roadmap_final.png" alt="The NIST AI RMF Roadmap" /> </div> </div> <div class="usa-card__body"></div> <div class="usa-card__footer tablet:padding-y-2 text-right"> <a download href="/img/roadmap_final.png" class="usa-link"> <svg class="usa-icon" aria-hidden="true" focusable="false" role="img"> <use href="/img/sprite.svg#file_download"></use> </svg> Download the Roadmap </a> </div> </div> </div> </div> </main> </div> </div> </div> <footer class="nist-footer padding-bottom-4"> <div class="grid-container nist-footer__info"> <div class="grid-row"> <div class="tablet:grid-col-6 padding-left-0"> <div class="nist-footer__logo"> <a href="https://www.nist.gov/" title="National Institute of Standards and Technology" class="nist-footer__logo-link" rel="home"> <img src="/img/nist_logo_brand_white.svg" role="img" alt="National Institute of Standards and Technology logo" width="300px" height="42px" /> </a> </div> <div class="nist-footer__contact"> <h3 class="nist-footer__contact-heading">HEADQUARTERS</h3> <address> 100 Bureau Drive <br> Gaithersburg, MD 20899 <br> <a href="tel:301-975-2000">301-975-2000</a> </address> <p> <a href="mailto:do-webmaster@nist.gov">Webmaster</a> | <a href="https://www.nist.gov/about-nist/contact-us">Contact Us</a> | <a href="https://www.nist.gov/visit">Our Other Offices</a> </p> </div> </div> <div class="tablet:grid-col-6"> <div class="nist-footer__social-links grid-row"> <a class="nist-social nist-social--x-white ext" href=" https://x.com/NIST" data-extlink=""> <span>X</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/x.svg" alt="X" /> </a> <a class="nist-social nist-social--facebook-white ext" href=" https://www.facebook.com/NIST" data-extlink=""> <span>Facebook</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/facebook.svg" alt="Facebook" /> </a> <a class="nist-social nist-social--linkedin-white ext" href=" https://www.linkedin.com/company/nist" data-extlink=""> <span>LinkedIn</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/linkedin.svg" alt="LinkedIn" /> </a> <a class="nist-social nist-social--instagram-white ext" href=" https://www.instagram.com/nist/" data-extlink=""> <span>Instagram</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/instagram.svg" alt="Instagram" /> </a> <a class="nist-social nist-social--youtube-white ext" href=" https://www.youtube.com/NIST" data-extlink=""> <span>YouTube</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/youtube.svg" alt="YouTube" /> </a> <a class="nist-social nist-social--rss-white" href=" https://www.nist.gov/news-events/nist-rss-feeds"> <span>RSS Feed</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/rss_feed.svg" alt="RSS" /> </a> <a class="nist-social nist-social--envelope-white ext" href=" https://public.govdelivery.com/accounts/USNIST/subscriber/new" data-extlink=""> <span>Mailing List</span> <img class="nist-social-footer-icon filter-white" src="/img/usa-icons/mail.svg" alt="Subscribe to Mailing List" /> </a> </div> <br> <div class="nist-footer__feedback grid-row"> How are we doing? 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