1363 lines
35 KiB
Text
1363 lines
35 KiB
Text
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AI RMF
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<a href="/" title="Trustworthy & Responsible AI Resource Center">
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<span aria-hidden="true" class="site-title--short">AIRMF</span>
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<span class="site-title--long">Trustworthy & Responsible AI Resource Center</span>
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sb-menu
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"
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id="mentgl_4"
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>
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<span>AI RMF Resources</span>
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<span class="caret"></span>
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</a>
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sb-menu
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"
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id="mentgl_5"
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>
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<span>AI RMF</span>
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<span class="caret"></span>
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</a>
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<ul class="usa-sidenav__sublist" id="mentgl_5">
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/0-ai-rmf-1-0/"
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class=""
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>
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<span>Executive Summary</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/1-sec-risk/"
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class=""
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<span>Framing Risk</span>
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</a>
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</li>
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<a href="/airmf-resources/airmf/2-sec-audience/"
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class=""
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<span>Audience</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/3-sec-characteristics/"
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class=""
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>
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<span>AI Risks and Trustworthiness</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/4-effectiveness/"
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class=""
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<span>Effectiveness of the AI RMF</span>
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</a>
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</li>
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<a href="/airmf-resources/airmf/5-sec-core/"
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class=""
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<span>AI RMF Core</span>
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</a>
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</li>
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<a href="/airmf-resources/airmf/6-sec-profile/"
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class=""
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<span>AI RMF Profiles</span>
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</a>
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aria-expanded="false"
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aria-controls="mentgl_13">Appendices</button>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/appendices/app-a-descriptions-of-ai-actor-tasks/"
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class=""
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>
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<span>📚 App. A: Descriptions of AI Actor Tasks</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/appendices/app-b-how-ai-risks-differ-from-traditional-software-risks/"
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class=""
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>
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||
<span>📚 App. B: How AI Risks Differ from Traditional Software Risks</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/appendices/app-c-ai-risk-management-and-human-ai-interaction/"
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class=""
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>
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<span>📚 App. C: AI Risk Management and Human-AI Interaction</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/airmf/appendices/app-d-attributes-of-the-ai-rmf/"
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class=""
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>
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||
<span>📚 App. D: Attributes of the AI RMF</span>
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</a>
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</li>
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</ul>
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ul.usa-sidenav__sublist::marker,
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<a href="/airmf-resources/playbook/"
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id="mentgl_18"
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>
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<span>Playbook</span>
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<span class="caret"></span>
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</a>
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</li>
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<a href="/airmf-resources/roadmap/"
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<span>Roadmap</span>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/usecases/"
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class=""
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<span>Example of Use Cases</span>
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</a>
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</li>
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<li class="usa-nav__submenu-item ">
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<a href="/airmf-resources/crosswalks/"
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class=""
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<span>Crosswalk Documents</span>
|
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</a>
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</li>
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</ul>
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<span>Glossary</span>
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</a>
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</li>
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<li class="usa-nav__primary-item ">
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<a href="/technical-reports/"
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<span>Technical Reports</span>
|
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</a>
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</ul>
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<li class="usa-breadcrumb__link active">AI RMF</li>
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<h1>AI Risk Management Framework</h1>
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<p>
|
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The AI Risk Management Framework (AI RMF) is intended for voluntary use and to improve the ability to incorporate
|
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trustworthiness considerations into the design, development, use, and evaluation of AI products, services, and
|
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systems.
|
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</p>
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As a consensus resource, the AI RMF was developed in an open, transparent, multidisciplinary, and multistakeholder
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industry, academia, civil society, and government. Feedback received during the development of the AI RMF is
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<a
|
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<h2>Framing risk</h2>
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>Framing risk</a
|
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>
|
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includes information on:
|
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<ul class="usa-list">
|
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|
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<li>Challenges for AI Risk Management</li>
|
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|
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|
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<li>
|
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<h2>Audience</h2>
|
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<p>
|
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Identifying and managing AI risks and potential impacts requires a broad set of perspectives and actors
|
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across the AI lifecycle. The
|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Foundational_Information/2-sec-audience" class="usa-link"
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|
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|
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section describes AI actors and the AI lifecycle.
|
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</p>
|
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|
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<li>
|
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<h2>AI Risks and Trustworthiness</h2>
|
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<p>
|
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For AI systems to be trustworthy, they often need to be responsive to a multiplicity of criteria that are
|
||
of value to interested parties. Approaches which enhance AI trustworthiness can reduce negative AI risks.
|
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The
|
||
<a href="/AI_RMF_Knowledge_Base/AI_RMF/Foundational_Information/3-sec-characteristics" class="usa-link"
|
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>AI Risks and Trustworthiness</a
|
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>
|
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section articulates the characteristics of trustworthy AI and offers guidance for addressing them.
|
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|
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|
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<li>
|
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<h2>Effectiveness of the AI RMF</h2>
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|
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The <a href="/AI_RMF_Knowledge_Base/AI_RMF/Foundational_Information/4-effectiveness" class="usa-link"
|
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>Effectiveness</a
|
||
>
|
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section describes expected benefits for users of the framework.
|
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</p>
|
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</li>
|
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<!-- TODO insert image with float right -->
|
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<li>
|
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<h2>AI RMF Core</h2>
|
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<p>
|
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The
|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Core_And_Profiles/5-sec-core" class="usa-link">AI RMF Core</a>
|
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provides outcomes and actions that enable dialogue, understanding, and activities to manage AI risks and
|
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responsibility develop trustworthy AI systems. This is operationalized through four functions: Govern,
|
||
Map, Measure, and Manage.
|
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</p>
|
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|
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<li>
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<h2>AI RMF Profiles</h2>
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<p>
|
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The use-case
|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Core_And_Profiles/6-sec-profile" class="usa-link">Profiles</a> are
|
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implementations of the AI RMF functions, categories, and subcategories for a specific setting or
|
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application based on the requirements, risk tolerance, and resources of the Framework user.
|
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</p>
|
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</li>
|
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</div>
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|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Appendices/Appendix_A" class="usa-link rmf-index-appendix-li"
|
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>Appendix A:</a
|
||
>
|
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Descriptions of AI Actor Tasks
|
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</li>
|
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<li>
|
||
<a href="/AI_RMF_Knowledge_Base/AI_RMF/Appendices/Appendix_B" class="usa-link rmf-index-appendix-li"
|
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>Appendix B:</a
|
||
>
|
||
How AI Risks Differ from Traditional Software Risks
|
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</li>
|
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<li>
|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Appendices/Appendix_C" class="usa-link rmf-index-appendix-li"
|
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>Appendix C:</a
|
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>
|
||
AI Risk Management and Human-AI Interaction
|
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</li>
|
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<li>
|
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<a href="/AI_RMF_Knowledge_Base/AI_RMF/Appendices/Appendix_D" class="usa-link rmf-index-appendix-li"
|
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>Appendix D:</a
|
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>
|
||
Attributes of the AI RMF
|
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