CINXE.COM

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has-roboto-font-family">Because AI</p> <p class="has-text-align-left has-orange-30-background-color has-background has-roboto-font-family">is only half the answer</p> </div> <figure class="wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper"> <iframe title="The Digital Data Design Network" src="https://player.vimeo.com/video/862028075?dnt=1&app_id=122963" width="800" height="450" frameborder="0" allow="autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media"></iframe> </div></figure> <figure class="wp-block-pullquote"><blockquote><p>60 percent of the content we share on our Monday morning meetings is about AI.</p><cite>Mickey Mikitani, <em><a href="https://d3.harvard.edu/advisory-council/">D^3 Advisory Council</a> Member and Founder, Chairman, and CEO of Rakuten Group, Inc.</em></cite></blockquote></figure> <blockquote class="instagram-media" data-instgrm-captioned 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href="https://www.instagram.com/reel/C0mKvtCCzKk/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==" style="color:#c9c8cd;font-family:Arial,sans-serif;font-size:14px;font-style:normal;font-weight:normal;line-height:17px;text-decoration:none" target="_blank" rel="noopener">A post shared by Digital Data Design Institute at Harvard (D^3) (@digitaldatadesignharvard)</a></p></div></blockquote> <div class="wp-block-group has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained"> <figure class="wp-block-image size-full"><img fetchpriority="high" decoding="async" width="1920" height="1080" src="https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard.jpg" alt="" class="wp-image-22708" srcset="https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard.jpg 1920w, https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard-300x169.jpg 300w, https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard-1024x576.jpg 1024w, https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard-768x432.jpg 768w, https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard-1536x864.jpg 1536w, https://d3.harvard.edu/wp-content/uploads/2024/09/LessonsFromAStartupLifeFrontPageCard-512x288.jpg 512w" sizes="(max-width: 1920px) 100vw, 1920px" /></figure> <div class="wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="https://douglevin.substack.com/">Read the Latest Posts</a></div> </div> </div> <div class="wp-block-group statement-group-variation is-layout-constrained wp-block-group-is-layout-constrained"> <p class="has-text-align-left has-roboto-font-family">Because AI</p> <p class="has-text-align-left has-orange-30-background-color has-background 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Models </a> </li> <li class="card__term-list-item"> <a href="https://d3.harvard.edu/communities-of-practice/performance-metrics/"> Performance and Metrics </a> </li> </ul> <h2 class="has-default-font-size card__title" data-max-lines="3"> Entrepreneurial Advice: Insights from Bayesian Learning </h2> <div class="card__excerpt" data-max-lines="4"> <p>In the fast-paced and competitive world of entrepreneurship, advice can be a powerful tool for success or a potential pitfall. 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In their working paper, “Climate Solutions, Transition Risk, and Stock Returns,“ researchers Shirley Lu, Assistant Professor of Business Administration at Harvard Business School (HBS) and an affiliate of the HBS Digital […]</p> </div> <div class="byline has-multiple-authors"> <span class="byline__author_credit">Written by</span> <div class="authors"> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork/"> <img alt='Profile picture of author D^3 Insights & Experiences' src='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Insights & Experiences</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork5/"> <img alt='Profile picture of author D^3 Affiliate Research' src='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Affiliate Research</p> </a> </div> </div> </div> </div> </article> <article class="hbsd3-card type-post card__orientation-vertical card__layout-vertical card__has-image card__has-excerpt"> <a href="https://d3.harvard.edu/advancing-privacy-in-dynamic-data-concurrent-composition-in-continual-mechanisms/" class="card__link wp-element" aria-label="Advancing Privacy in Dynamic Data: Concurrent Composition in Continual Mechanisms"></a> <div class="card__inner"> <figure class="card__figure"> <img loading="lazy" decoding="async" width="2048" height="1152" src="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_460630045-2048x1152.jpeg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" srcset="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_460630045-2048x1152.jpeg 2048w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_460630045-1024x576.jpeg 1024w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_460630045-512x288.jpeg 512w" sizes="auto, (max-width: 2048px) 100vw, 2048px" /> </figure> <div class="card__content"> <h2 class="has-default-font-size card__title" data-max-lines="3"> Advancing Privacy in Dynamic Data: Concurrent Composition in Continual Mechanisms </h2> <div class="card__excerpt" data-max-lines="4"> <p>In an era where data is constantly evolving and privacy concerns are paramount, the work of Monika Henzinger, a Professor at the Institute of Science and Technology in Austria; Roodabeh Safavi, a PhD student at the Institute of Science and Technology in Austria; and Salil Vadhan, the Vicky Joseph Professor of Computer Science and Applied […]</p> </div> <div class="byline has-multiple-authors"> <span class="byline__author_credit">Written by</span> <div class="authors"> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork/"> <img alt='Profile picture of author D^3 Insights & Experiences' src='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Insights & Experiences</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork5/"> <img alt='Profile picture of author D^3 Affiliate Research' src='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Affiliate Research</p> </a> </div> </div> </div> </div> </article> </div> </div> <div class="wp-block-column is-column-layout-space-between is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:995px"> <div class="layout__wrapper has-col-count-1"> <article class="hbsd3-card type-post card__orientation-vertical card__layout-vertical card__has-image card__has-excerpt"> <a href="https://d3.harvard.edu/enabling-healthcare-access-through-re-assist/" class="card__link wp-element" aria-label="Enabling Healthcare Access through RE-Assist"></a> <div class="card__inner"> <figure class="card__figure"> <img loading="lazy" decoding="async" width="2048" height="1152" src="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_373902218-2048x1152.jpeg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" srcset="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_373902218-2048x1152.jpeg 2048w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_373902218-1024x576.jpeg 1024w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_373902218-512x288.jpeg 512w" sizes="auto, (max-width: 2048px) 100vw, 2048px" /> </figure> <div class="card__content"> <ul class="term-list"> <li class="card__term-list-item"> <a href="https://d3.harvard.edu/communities-of-practice/human-centered-technology/"> Human-Centered Technology </a> </li> </ul> <h2 class="has-default-font-size card__title" data-max-lines="3"> Enabling Healthcare Access through RE-Assist </h2> <div class="card__excerpt" data-max-lines="4"> <p>A recent post from the blackbox Lab at Harvard Business School’s Digital Data and Design (D^3) Institute, “Bridging the Care Gap: How RE-Assist Enhances Healthcare Access,” featured a conversation between James W. Riley, Principal Investigator of the lab and Assistant Professor of Business Administration at HBS, and Ashley Barrow, Principal Product Owner of RE-Assist. Their […]</p> </div> <div class="byline has-multiple-authors"> <span class="byline__author_credit">Written by</span> <div class="authors"> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork/"> <img alt='Profile picture of author D^3 Insights & Experiences' src='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Insights & Experiences</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork5/"> <img alt='Profile picture of author D^3 Affiliate Research' src='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Affiliate Research</p> </a> </div> </div> </div> </div> </article> </div> <div class="wp-block-group has-white-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained"> <figure class="wp-block-image size-full"><img loading="lazy" decoding="async" width="1184" height="666" src="https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program.png" alt="" class="wp-image-25269" srcset="https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program.png 1184w, https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program-300x169.png 300w, https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program-1024x576.png 1024w, https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program-768x432.png 768w, https://d3.harvard.edu/wp-content/uploads/2025/02/associates-program-512x288.png 512w" sizes="auto, (max-width: 1184px) 100vw, 1184px" /></figure> <h1 class="wp-block-heading" id="2025-26-d-3-associates-unveiled">2025-26 D^3 Associates Unveiled</h1> <div class="wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="https://d3.harvard.edu/d3-associate-program/">More Info</a></div> </div> </div> <div class="wp-block-group statement-group-variation is-layout-constrained wp-block-group-is-layout-constrained"> <p class="has-text-align-left has-roboto-font-family">Because AI</p> <p class="has-text-align-left has-orange-30-background-color has-background has-roboto-font-family">transforms productivity</p> </div> <figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper"> <iframe loading="lazy" title="Leading with AI: Exploring Business and Technology Frontiers" width="800" height="450" src="https://www.youtube.com/embed/videoseries?list=PLzC-IRE6e_nmKTWWIvbxX-9HBb5OXYmk4" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> </div></figure> <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="https://youtu.be/zugl7Dx-I_Y?list=PLzC-IRE6e_nmKTWWIvbxX-9HBb5OXYmk4">View full playlist</a></div> </div> <figure class="wp-block-pullquote"><blockquote><p>Organizations have four questions to answer: What useful thing you do is no longer valuable? What impossible thing can you do now? What can you move downmarket or democratize? What can you move upmarket and personalize?</p><cite>Ethan Mollick, <a href="https://d3.harvard.edu/events/leading-with-ai/">Leading with AI Conference</a> Featured Speaker and Associate Professor at the Wharton School of the University of Pennsylvania</cite></blockquote></figure> <div class="layout__wrapper has-col-count-1"> <article class="hbsd3-card type-post card__orientation-vertical card__layout-vertical card__has-image card__has-excerpt"> <a href="https://d3.harvard.edu/growth-and-profitability-patterns-in-climate-solution-companies/" class="card__link wp-element" aria-label="Growth and Profitability Patterns in Climate Solution Companies"></a> <div class="card__inner"> <figure class="card__figure"> <img loading="lazy" decoding="async" width="2048" height="1152" src="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_954938070-2048x1152.jpeg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" srcset="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_954938070-2048x1152.jpeg 2048w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_954938070-300x168.jpeg 300w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_954938070-1024x576.jpeg 1024w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_954938070-512x288.jpeg 512w" sizes="auto, (max-width: 2048px) 100vw, 2048px" /> </figure> <div class="card__content"> <h2 class="has-default-font-size card__title" data-max-lines="3"> Growth and Profitability Patterns in Climate Solution Companies </h2> <div class="card__excerpt" data-max-lines="4"> <p>The business world is increasingly aware of the risks and opportunities climate change presents. Companies are developing and commercializing new products and services that contribute to a low-carbon economy, or “climate solutions” (CS). In the recent HBS working paper, “The Financial Anatomy of Climate Solutions: A Large Language Model Approach to Company Classification and Analysis,” […]</p> </div> <div class="byline has-multiple-authors"> <span class="byline__author_credit">Written by</span> <div class="authors"> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork/"> <img alt='Profile picture of author D^3 Insights & Experiences' src='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Insights & Experiences</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork5/"> <img alt='Profile picture of author D^3 Affiliate Research' src='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-01-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Affiliate Research</p> </a> </div> </div> </div> </div> </article> <article class="hbsd3-card type-post card__orientation-vertical card__layout-vertical card__has-image card__has-excerpt"> <a href="https://d3.harvard.edu/the-myth-of-machine-unlearning-the-complexities-of-ai-data-removal/" class="card__link wp-element" aria-label="The Myth of Machine Unlearning: The Complexities of AI Data Removal"></a> <div class="card__inner"> <figure class="card__figure"> <img loading="lazy" decoding="async" width="2048" height="1152" src="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_1227917623-2048x1152.jpeg" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" srcset="https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_1227917623-2048x1152.jpeg 2048w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_1227917623-300x168.jpeg 300w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_1227917623-1024x576.jpeg 1024w, https://d3.harvard.edu/wp-content/uploads/2025/02/AdobeStock_1227917623-512x288.jpeg 512w" sizes="auto, (max-width: 2048px) 100vw, 2048px" /> </figure> <div class="card__content"> <h2 class="has-default-font-size card__title" data-max-lines="3"> The Myth of Machine Unlearning: The Complexities of AI Data Removal </h2> <div class="card__excerpt" data-max-lines="4"> <p>In an era where artificial intelligence (AI) increasingly shapes our digital landscape, the concept of “machine unlearning” (ML) has emerged as a potential solution to various challenges in AI governance. First authors A. Feder Cooper, Faculty Associate at The Berkman Klein Center for Internet & Society at Harvard University; Christopher A. Choquette-Choo, Research Scientist at […]</p> </div> <div class="byline has-multiple-authors"> <span class="byline__author_credit">Written by</span> <div class="authors"> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork/"> <img alt='Profile picture of author D^3 Insights & Experiences' src='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2023/09/cropped-cropped-cropped-01.D3-logo-RGB-symbol-colour-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">D^3 Insights & Experiences</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork7/"> <img alt='Profile picture of author Harvard Research' src='https://d3.harvard.edu/wp-content/uploads/2025/01/D3-graphics-RGB-06-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2025/01/D3-graphics-RGB-06-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">Harvard Research</p> </a> <a class="author wp-element" href="https://d3.harvard.edu/author/learningnetwork4/"> <img alt='Profile picture of author HBS and D^3 Affiliate Research' src='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-04-64x64.png' srcset='https://d3.harvard.edu/wp-content/uploads/2024/11/D3-graphics-RGB-04-128x128.png 2x' class='avatar avatar-64 photo byline__author_image' height='64' width='64' /> <p class="byline__author_name">HBS and D^3 Affiliate Research</p> </a> </div> </div> </div> </div> </article> </div> <div class="wp-block-group statement-group-variation is-layout-constrained wp-block-group-is-layout-constrained"> <p class="has-text-align-left has-roboto-font-family">Because AI</p> <p class="has-text-align-left has-orange-30-background-color has-background has-roboto-font-family">changes everything</p> </div> <div class="wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex"></div> <div class="wp-block-buttons alignfull is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-5 wp-block-buttons-is-layout-flex"> <div class="wp-block-button"><a class="wp-block-button__link wp-element-button" href="https://d3.harvard.edu/insights/">View More Insights</a></div> </div> </div> </div> </div> <figure class="wp-block-image alignfull size-large"><a href="https://d3.harvard.edu/d3-associate-program/"><img loading="lazy" decoding="async" width="1024" height="131" src="https://d3.harvard.edu/wp-content/uploads/2024/07/AssociatesWebBanner-1024x131.jpg" alt="" class="wp-image-22027" srcset="https://d3.harvard.edu/wp-content/uploads/2024/07/AssociatesWebBanner-1024x131.jpg 1024w, https://d3.harvard.edu/wp-content/uploads/2024/07/AssociatesWebBanner-300x38.jpg 300w, https://d3.harvard.edu/wp-content/uploads/2024/07/AssociatesWebBanner-768x98.jpg 768w, https://d3.harvard.edu/wp-content/uploads/2024/07/AssociatesWebBanner.jpg 1241w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></a></figure> <div class="wp-block-group alignfull has-teal-background-color has-background has-decoration-top-center-orange-yellow-shape is-layout-constrained wp-block-group-is-layout-constrained" style="padding-top:var(--wp--preset--spacing--1000)"> <div class="layout__wrapper has-col-count-1 alignwide"> <article class="card__layout-featured-event hbsd3-card type-event"> <a href="https://d3.harvard.edu/events/genai-symposium/" class="card__link wp-element" aria-label="Harvard University Generative AI Symposium"></a> <div class="card__inner"> <div class="card__content"> <div class="event-card__title"> <span class="event-info-date"> <span class="event-info-date-month">May</span> <span class="event-info-date-day">13</span> </span> <h2 class="has-small-font-size card__title" data-max-lines="3"> Harvard University Generative AI Symposium </h2> </div> <span class="event-info-time">1:00 pm – 6:00 pm</span> <span class="event-info-location"> <span class="event-info-location-type"> In Person Event </span> <span>/</span> <span class="event-info-location-location"> Klarman Hall, Harvard Business School </span> </span> <p>Digital Data Design Institute at Harvard (D^3) is partnering with the Office of the Vice Provost for Research, the Office of the Vice Provost for Advances in Learning, the Faculty of Arts and Sciences, the Harvard John A. 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