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justify-content-center align-items-center text-center"> <h1 class="jumbotron-title"><strong>Artificial Intelligence</strong></h1> <h3 class="jumbotron-subtitle"><p>{ HARNESSING THE POWER OF AI AT JOHNS HOPKINS }</p> </h3> </div> </section> <section class="gr-bg page-ai"> <div class="container"> <div class="row"> <div class="col text-left py-4 px-sm-3 px-lg-5"> <h2 class="wp-block-heading main">Implementing AI Across the Enterprise</h2> <p class="main-text blue-text">Artificial Intelligence (AI) has the potential to revolutionize the way we work. Johns Hopkins recognizes the immense potential of AI and offers a range of tools and services to harness its power. <strong>However, it is essential that these tools and services are used responsibly to ensure that the benefits of AI are realized for all.</strong></p> <div style="height:30px" aria-hidden="true" class="wp-block-spacer"></div> <h2 class="wp-block-heading">Johns Hopkins-Approved AI Tools</h2> <h4 class="wp-block-heading">Work Support</h4> <div class="wp-block-buttons section-btn is-layout-flex wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="/ai/microsoft-copilot/">Microsoft Copilot for M365</a></div> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="/ai/zoom-ai-companion/">Zoom AI Companion</a></div> </div> <h4 class="wp-block-heading"><strong>Clinical Tools Currently Under Exploration</strong> </h4> <div class="wp-block-buttons section-btn is-layout-flex wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="/ai/clinical-tools/">Clinical Tools</a></div> </div> <p class="blue-text"><em>More tools coming soon.</em></p> <h2 class="wp-block-heading">Guidelines for Using AI-Based Tools</h2> <p>Interdisciplinary teams of stakeholders from Johns Hopkins Medicine and Johns Hopkins University are meticulously curating guidelines for responsible integration of AI across the enterprise. With a deliberate and thoughtful approach, these groups are navigating the complexities of this evolving technological landscape. </p> <p>As these groups work to curate more specific guidelines and recommendations, please review the general guidelines below before engaging with or promoting the use of a new AI tool. </p> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132430" class="c-accordion__title js-accordion-controller" role="button">Risk Management</h2><div id="ac-132430" class="c-accordion__content"> <ul class="wp-block-list"> <li>Remember AI results are only as good as their prompts, so human review of AI answers is requisite; AI can make mistakes! </li> <li>Manage risks associated with AI implementation, including legal, financial, and reputational risks</li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132431" class="c-accordion__title js-accordion-controller" role="button">Ethics, Equity, & Accessibility</h2><div id="ac-132431" class="c-accordion__content"> <ul class="wp-block-list"> <li>Consider privacy, data security, bias mitigation, and transparency </li> <li>Respect and promote diversity and inclusion of different groups and consider the potential impact of AI on healthcare access, affordability, and equity</li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132432" class="c-accordion__title js-accordion-controller" role="button">Data Governance</h2><div id="ac-132432" class="c-accordion__content"> <ul class="wp-block-list"> <li>Implement robust data governance policies to ensure the quality, integrity, and privacy of data used for development and deployment </li> <li>Maintain compliance with regulatory agencies and policies while enabling cross-disciplinary data sharing and collaboration</li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132433" class="c-accordion__title js-accordion-controller" role="button">Privacy & Ethical Data Use</h2><div id="ac-132433" class="c-accordion__content"> <ul class="wp-block-list"> <li>Protect the personal data and information of individuals and organizations</li> <li>Respect the consent and preferences of data subjects</li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132434" class="c-accordion__title js-accordion-controller" role="button">Transparency & Interpretability</h2><div id="ac-132434" class="c-accordion__content"> <ul class="wp-block-list"> <li>Prioritize development of AI models that provide reasoning behind AI-driven decisions  </li> <li>Ensure models produce results that are easily understood  </li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132435" class="c-accordion__title js-accordion-controller" role="button">Validation & Regulation</h2><div id="ac-132435" class="c-accordion__content"> <ul class="wp-block-list"> <li>Validate AI algorithms rigorously through clinical trials and real-world testing to assess their safety, efficacy, and generalizability before widespread deployment  </li> <li>Engage with regulatory bodies to ensure compliance with relevant regulations </li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132436" class="c-accordion__title js-accordion-controller" role="button">Continuous Monitoring & Improvement</h2><div id="ac-132436" class="c-accordion__content"> <ul class="wp-block-list"> <li>Detect and address issues such as biases, errors, and performance degradation over time </li> <li>Incorporate feedback from faculty, staff, students, patients, and clinicians to iteratively improve AI algorithms</li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132437" class="c-accordion__title js-accordion-controller" role="button">Interdisciplinary Collaboration</h2><div id="ac-132437" class="c-accordion__content"> <ul class="wp-block-list"> <li>Foster collaboration between researchers, clinicians, data scientists, and other relevant stakeholders  </li> <li>Ensure AI solutions address the enterprise鈥檚 needs effectively and responsibly  </li> </ul> </div></div> <div class="wp-block-pb-accordion-item c-accordion__item js-accordion-item no-js" data-initially-open="false" data-click-to-close="true" data-auto-close="true" data-scroll="false" data-scroll-offset="0"><h2 id="at-132438" class="c-accordion__title js-accordion-controller" role="button">Education & Training </h2><div id="ac-132438" class="c-accordion__content"> <ul class="wp-block-list"> <li>Offer education and training programs covering topics such as AI fundamentals, healthcare applications of AI, ethical considerations, and best practices for AI implementation  </li> <li>Promote a culture of lifelong learning and interdisciplinary collaboration </li> </ul> </div></div> <div style="height:50px" aria-hidden="true" class="wp-block-spacer"></div> <section class="wp-block-uagb-section uagb-section__wrap uagb-section__background-image uagb-block-a0be113e ai-featured-case-studies full-width"><div class="uagb-section__overlay"></div><div class="uagb-section__inner-wrap"> <h2 class="wp-block-heading has-text-align-center has-white-color has-text-color has-link-color wp-elements-d7a865cebd4c75dab413ba2607b75acc">Featured Case Studies</h2> <div class="wp-block-query is-layout-flow wp-block-query-is-layout-flow"><ul class="wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow"><li class="wp-block-post post-14980 ai_case_studies type-ai_case_studies status-publish hentry ai_case_studies_category-microsoft_copilot"> <h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_case_studies/case-study-copilot-for-m365-in-excel/" target="_self" >Case Study: Copilot for M365 in Excel</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt">Copilot can help standardize and deduplicate data. </p></div> </li><li class="wp-block-post post-14979 ai_case_studies type-ai_case_studies status-publish hentry ai_case_studies_category-microsoft_copilot"> <h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_case_studies/case-study-copilot-for-m365-in-outlook/" target="_self" >Case Study: Copilot for M365 in Outlook</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt">Use Copilot in Outlook to summarize lengthy email threads. </p></div> </li><li class="wp-block-post post-14966 ai_case_studies type-ai_case_studies status-publish hentry ai_case_studies_category-microsoft_copilot"> <h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_case_studies/case-study-copilot-for-m365-in-teams/" target="_self" >Case Study: Copilot for M365 in Teams</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt">Copilot can summarize Teams meetings and identify action items. </p></div> </li></ul> </div> <div style="height:30px" aria-hidden="true" class="wp-block-spacer"></div> <div class="wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3 wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="/ai_case_studies">View All Case Studies</a></div> </div> </div></section> <section class="wp-block-uagb-section uagb-section__wrap uagb-section__background-color uagb-block-e9dea93f ai-resources full-width"><div class="uagb-section__overlay"></div><div class="uagb-section__inner-wrap"> <h2 class="wp-block-heading has-text-align-center">Resources</h2> <div class="wp-block-query is-layout-flow wp-block-query-is-layout-flow"><ul class="wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow"><li class="wp-block-post post-14945 ai_resources type-ai_resources status-publish has-post-thumbnail hentry"> <div class="wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:20.33%"><figure class="wp-block-post-featured-image"><img decoding="async" width="54" height="54" src="https://it.johnshopkins.edu/wp-content/uploads/Data_trust.svg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" style="object-fit:cover;" /></figure></div> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:79.66%"><h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_resources/teaching-and-learning-in-the-chatgpt-era-wse/" target="_self" >Teaching and Learning in the ChatGPT Era (WSE)</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt"> </p></div></div> </div> </li><li class="wp-block-post post-14944 ai_resources type-ai_resources status-publish has-post-thumbnail hentry"> <div class="wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:20.33%"><figure class="wp-block-post-featured-image"><img decoding="async" width="54" height="54" src="https://it.johnshopkins.edu/wp-content/uploads/Guidance.svg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" style="object-fit:cover;" /></figure></div> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:79.66%"><h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_resources/generative-ai-tool-guidance-teaching-jhu/" target="_self" >Generative AI Tool Guidance (Teaching @ JHU)</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt"> </p></div></div> </div> </li><li class="wp-block-post post-14933 ai_resources type-ai_resources status-publish has-post-thumbnail hentry"> <div class="wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:20.33%"><figure class="wp-block-post-featured-image"><img decoding="async" width="54" height="54" src="https://it.johnshopkins.edu/wp-content/uploads/Learning-1.svg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" style="object-fit:cover;" /></figure></div> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:79.66%"><h4 class="wp-block-post-title"><a href="https://it.johnshopkins.edu/ai_resources/faq-on-large-language-model-llm-ai-tools-johns-hopkins-data-trust/" target="_self" >FAQ on Large Language Model (LLM) AI Tools (Johns Hopkins Data Trust)</a></h4> <div class="wp-block-post-excerpt"><p class="wp-block-post-excerpt__excerpt"> </p></div></div> </div> </li></ul> </div> </div></section> </div> </div> </div> </section> <style id='core-block-supports-inline-css' type='text/css'> .wp-elements-d7a865cebd4c75dab413ba2607b75acc a:where(:not(.wp-element-button)){color:var(--wp--preset--color--white);}.wp-elements-06721f8911f5c7d6a3add2226f1ad42b a:where(:not(.wp-element-button)){color:var(--wp--preset--color--white);}.wp-container-core-buttons-is-layout-3{justify-content:center;}.wp-container-core-columns-is-layout-1{flex-wrap:nowrap;}.wp-container-core-columns-is-layout-2{flex-wrap:nowrap;}.wp-container-core-columns-is-layout-3{flex-wrap:nowrap;} </style> <script type="text/javascript" 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