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</div> <div class="fixed twelve column grid m-row-gapless clearfix"> <div class="nine wide m-12-wide m-row-1 body-content" id="body-content"> <div class="tab-container"> <span class="tab-target" id="recent"></span> <span class="tab-target" id="videos"></span> <span class="tab-target" id="articles"></span> <div class="tab-content"> <ul class="tabs"> <li class="tab recent-tab default"><a href="#recent">Most Recent</a></li> <li class="tab videos-tab"><a href="#videos">Videos Only</a></li> <li class="tab articles-tab"><a href="#articles">Articles Only</a></li> </ul> <div class="tab-body default" id="recentTabContent"> <ul class="publication-list"> <li class="publication-list-item article"> <div class="article teaser"> <div class="content"> <h2 class="title"> <a href="/articles/ai-user-value/">AI Features Must Solve Real User Problems</a> </h2> <time><span class="small large desktop only">November 8, 2024</span><span class="mobile only">Nov 8, 2024</span> | Article: 4 <span class="small large desktop only">minute</span><span class="mobile only">min</span>s to read</time> <p>AI features must solve real problems, not be implemented for novelty. 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This article breaks down neural networks and LLMs in nontechnical language.</p> </div> </div> </li> <li class="publication-list-item article"> <div class="article teaser"> <div class="content"> <h2 class="title"> <a href="/articles/ai-data-prototype-testing/">Leverage AI for Mock Tables and Charts When Testing Prototypes</a> </h2> <time><span class="small large desktop only">September 6, 2024</span><span class="mobile only">Sep 6, 2024</span> | Article: 12 <span class="small large desktop only">minute</span><span class="mobile only">min</span>s to read</time> <p>Creating realistic data for prototypes is a chore. Use these prompting tactics with generative AI to enhance content fidelity in usability testing.</p> </div> </div> </li> <li class="publication-list-item article"> <div class="article teaser"> <div class="content"> <h2 class="title"> <a href="/articles/ai-magic-8-ball/">When Should We Trust AI? 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But AI can also help UX professionals do their job better, which will improve usability more widely. </p> </div> <div class="media four-wide"> <a href="/videos/relationship-ai-ux/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/The_Relationship_Between_AI_and_UX_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/The_Relationship_Between_AI_and_UX_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/The_Relationship_Between_AI_and_UX_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/machine-learning-ux-research-design/">AI &amp; Machine Learning Will Change UX Research &amp; Design</a></h2> <time><span class="small large desktop only">August 21, 2020</span><span class="mobile only">Aug 21, 2020</span> | 11 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/machine-learning-ux-research-design/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/AI_and_Machine_Learning_Changing_UX_Research_and_Design_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/AI_and_Machine_Learning_Changing_UX_Research_and_Design_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> At the virtual UX Conference, Jakob Nielsen was asked "How will AI and Machine Learning affect UX Research & Design?" </p> </div> <div class="media four-wide"> <a href="/videos/machine-learning-ux-research-design/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/AI_and_Machine_Learning_Changing_UX_Research_and_Design_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/AI_and_Machine_Learning_Changing_UX_Research_and_Design_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/AI_and_Machine_Learning_Changing_UX_Research_and_Design_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/todays-ux-designs-perceived-future/">How Today&#x27;s UX Designs May Be Perceived in the Future</a></h2> <time><span class="small large desktop only">May 3, 2019</span><span class="mobile only">May 3, 2019</span> | 3 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/todays-ux-designs-perceived-future/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/todaysUXFuture.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/todaysUXFuture.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Jakob Nielsen answers the question of how people in the future will judge the quality of today's user experience. </p> </div> <div class="media four-wide"> <a href="/videos/todays-ux-designs-perceived-future/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/todaysUXFuture.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/todaysUXFuture.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/todaysUXFuture.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/aggressive-marketing-ux-ai-agents/">Is Aggressive Marketing Influencing the UX of AI Agents?</a></h2> <time><span class="small large desktop only">April 5, 2019</span><span class="mobile only">Apr 5, 2019</span> | 2 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/aggressive-marketing-ux-ai-agents/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/Is_aggressive_marketing_influencing_UX_of_AI_Agents_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Is_aggressive_marketing_influencing_UX_of_AI_Agents_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Jakob Nielsen answers the question of how users' perception of artificial intelligence products and their user experience may be impacted by the way these services are promoted by vendors. </p> </div> <div class="media four-wide"> <a href="/videos/aggressive-marketing-ux-ai-agents/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/Is_aggressive_marketing_influencing_UX_of_AI_Agents_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/Is_aggressive_marketing_influencing_UX_of_AI_Agents_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Is_aggressive_marketing_influencing_UX_of_AI_Agents_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/intelligent-assistants-where/">Intelligent Assistants: Where We Are and Where We Should Be</a></h2> <time><span class="small large desktop only">March 1, 2019</span><span class="mobile only">Mar 1, 2019</span> | 4 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/intelligent-assistants-where/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/Intelligent_Assistants_Are_They_Truly_Intelligent_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Intelligent_Assistants_Are_They_Truly_Intelligent_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Are Siri, Alexa, and Google Assistant truly intelligent? While they do have some "intelligent" features, they are still far from what people expect such an intelligent assistant to do. </p> </div> <div class="media four-wide"> <a href="/videos/intelligent-assistants-where/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/Intelligent_Assistants_Are_They_Truly_Intelligent_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/Intelligent_Assistants_Are_They_Truly_Intelligent_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Intelligent_Assistants_Are_They_Truly_Intelligent_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/exciting-times-ahead-ux-don-norman/">Exciting Times Ahead for UX (Don Norman)</a></h2> <time><span class="small large desktop only">October 19, 2018</span><span class="mobile only">Oct 19, 2018</span> | 2 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/exciting-times-ahead-ux-don-norman/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/Exciting_Times_Ahead_for_UX_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Exciting_Times_Ahead_for_UX_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> New technologies such as autonomous cars, Artificial Intelligence (AI), and Augmented Reality (AR) mean exciting challenges for UX to solve. </p> </div> <div class="media four-wide"> <a href="/videos/exciting-times-ahead-ux-don-norman/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/Exciting_Times_Ahead_for_UX_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/Exciting_Times_Ahead_for_UX_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Exciting_Times_Ahead_for_UX_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/ux-getting-better-or-worse/">Is UX Getting Better or Worse? (Jakob Nielsen Keynote)</a></h2> <time><span class="small large desktop only">September 22, 2017</span><span class="mobile only">Sep 22, 2017</span> | 38 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/ux-getting-better-or-worse/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/Is_UX_Getting_Better_or_Worse__Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Is_UX_Getting_Better_or_Worse__Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Each UI generation often takes two steps forward, then one step back. Even as new technologies emerge (e.g., Artificial Intelligence (AI) and speech recognition), knowing established UX guidelines will help you avoid missteps. This was Jakob Nielsen's keynote at the UX Conference in Copenhagen. </p> </div> <div class="media four-wide"> <a href="/videos/ux-getting-better-or-worse/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/Is_UX_Getting_Better_or_Worse__Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/Is_UX_Getting_Better_or_Worse__Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Is_UX_Getting_Better_or_Worse__Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/human-technology-teamwork/">Human Technology Teamwork: The Role of Machines and Humans in Good UX Design (Don Norman)</a></h2> <time><span class="small large desktop only">July 21, 2017</span><span class="mobile only">Jul 21, 2017</span> | 2 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/human-technology-teamwork/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/Human_Technology_Teamwork_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Human_Technology_Teamwork_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Design technology to be a collaborator—a team worker. Allow people to do what they are good at rather than force them to act like machines. </p> </div> <div class="media four-wide"> <a href="/videos/human-technology-teamwork/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/Human_Technology_Teamwork_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/Human_Technology_Teamwork_Thumbnail.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/Human_Technology_Teamwork_Thumbnail.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="publication-list-item video"> <div class="video teaser"> <div class="fixed twelve column grid"> <div class="content eight-wide m-twelve-wide"> <h2 class="title"><a href="/videos/ais-impact-new-technologies/">AI&#x27;s Impact on New Technologies</a></h2> <time><span class="small large desktop only">October 14, 2016</span><span class="mobile only">Oct 14, 2016</span> | 3 <span class="small large desktop only">minute</span><span class="mobile only">min</span> video</time> <p> <span class="media"> <a href="/videos/ais-impact-new-technologies/"> <img loading="lazy" src="" srcset="https://media.nngroup.com/media/videos/thumbnails/sddefault_17.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/sddefault_17.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <span class="overlay"> <span class="color icon fab fa-youtube"></span> </span> </a> </span> Jakob Nielsen answers an audience question about artificial intelligence and its impact on new technologies. </p> </div> <div class="media four-wide"> <a href="/videos/ais-impact-new-technologies/" tabindex="-1" aria-hidden="true"> <img loading="lazy" src="https://media.nngroup.com/media/videos/thumbnails/sddefault_17.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg" srcset="https://media.nngroup.com/media/videos/thumbnails/sddefault_17.jpg.650x364_q75_autocrop_crop-smart_upscale.jpg, https://media.nngroup.com/media/videos/thumbnails/sddefault_17.jpg.1300x728_q75_autocrop_crop-smart_upscale.jpg 2x" alt=""> <div class="overlay"> <span class="color icon fab fa-youtube"></span> </div> </a> </div> </div> </div> </li> <li class="pagination"> </li> </ul> </div> <div class="tab-body" id="articlesTabContent"> <ul class="publication-list"> <li class="publication-list-item article"> <div class="article teaser"> <div class="content"> <h2 class="title"> <a href="/articles/ai-user-value/">AI Features Must Solve Real User Problems</a> </h2> <time><span class="small large desktop only">November 8, 2024</span><span class="mobile only">Nov 8, 2024</span> | Article: 4 <span class="small large desktop only">minute</span><span class="mobile only">min</span>s to read</time> <p>AI features must solve real problems, not be implemented for novelty. 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