{"id":33582,"date":"2026-03-27T15:17:28","date_gmt":"2026-03-27T22:17:28","guid":{"rendered":"https:\/\/www.uwb.edu\/news\/?p=33582"},"modified":"2026-04-02T17:22:39","modified_gmt":"2026-04-03T00:22:39","slug":"agentic-ai-risk-versus-opportunity","status":"publish","type":"post","link":"https:\/\/www.uwb.edu\/news\/2026\/03\/27\/agentic-ai-risk-versus-opportunity","title":{"rendered":"Agentic AI:\u00a0risk versus opportunity\u00a0"},"content":{"rendered":"\n<p class=\"has-drop-cap\">足彩app哪个是正规的 use of\u202fartificial intelligence in everyday life has exploded in recent years&nbsp;\u2014 from internet searches to&nbsp;writing code and drafting&nbsp;emails to image and video generation.&nbsp;According to a 2025 survey by Pew Research Center, 62% of adults in the U.S. said they interact with AI at least several times a week. Half said they interact with it multiple times a day.&nbsp;<\/p>\n\n\n\n<p>One of the most common forms of the technology is generative AI \u2014 which reacts to a user\u2019s prompt and creates an output, such as an image or text. Also increasingly popular is agentic AI, so named because of the \u201cagency\u201d given to these&nbsp;AI agents&nbsp;that&nbsp;are autonomous and self-directed, working proactively to make decisions and act unprompted.&nbsp;<\/p>\n\n\n\n<p>足彩app哪个是正规的se AI agents may have a lot to offer,&nbsp;but&nbsp;the question&nbsp;people&nbsp;often ask is, \u201cAt what cost?\u201d&nbsp;<\/p>\n\n\n\n<p>In her\u00a0latest research,\u00a0Dr.\u202fXiahua\u202fWei\u00a0explores the risks and opportunities of agentic AI.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Fostering&nbsp;an interdisciplinary&nbsp;mindset<\/strong>&nbsp;<\/h2>\n\n\n\n<p>Wei first became interested in artificial intelligence&nbsp;as a&nbsp;college&nbsp;student&nbsp;in the early 2000s when the technology was still in its infancy. She was fascinated and curious about its potential.&nbsp;<\/p>\n\n\n\n<p>Now, as an associate professor at the University of Washington Bothell\u2019s\u202f<a href=\"https:\/\/www.uwb.edu\/business\/\">School of Business<\/a>, Wei applies her knowledge and skills as an econometrician to research the economics of information technology.&nbsp;<\/p>\n\n\n\n<p>\u201cAs someone who has training in economics and an interest in the market itself \u2014 but&nbsp;also a love for the technology that drives our society&nbsp;\u2014&nbsp;I appreciate how UW Bothell values interdisciplinary research,\u201d she said.&nbsp;<\/p>\n\n\n\n<p>Wei brings that same value into the classroom, where her students are a mix from different majors and&nbsp;schools across the campus. \u201cIt\u2019s exciting to see the creative ideas they have when I provide them with the level of comfort to share that interdisciplinary perspective.\u201d&nbsp;<\/p>\n\n\n\n<p>As a researcher, her interest&nbsp;in agentic AI evolved from\u202fprevious&nbsp;work shared in a\u202fpaper addressing bias in generative AI. Wei and her co-authors&nbsp;there presented how large language models perpetuate biases in training data and algorithms,&nbsp;posing a risk of biased and unfair outcomes in business decision-making ranging from discriminatory hiring practices to inequitable health care.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Keeping up with the risks, or not<\/strong>&nbsp;<\/h2>\n\n\n\n<p>Wei\u2019s new&nbsp;research&nbsp;into&nbsp;generative AI&nbsp;followed trends in how the technology was being used \u2014 including the growing popularity of AI agents \u2014 as well as shifts in governance in response.&nbsp;<\/p>\n\n\n\n<p>\u201cAs technology becomes a commodity, how it\u2019s leveraged becomes more critical,\u201d she said. \u201cLike all technologies, AI comes with a lot of benefit but also areas that we need to pay more attention to.\u201d&nbsp;<\/p>\n\n\n\n<p>Unfortunately, she\u202fadded,\u202fgovernance often struggles to keep up with AI and with&nbsp;the privacy and security risks it brings. She points to the recent craze in China over\u202fOpenClaw, an open-source AI agent. It was released earlier this year, and security concerns about possible cyberattacks and data breaches surfaced soon followed.&nbsp;<\/p>\n\n\n\n<p>Although China has restricted the use on government devices, it remains unrestricted to the public. As the agent also requires a certain level of technical skill to install and uninstall, a new market of individuals\u202fcharging for those services&nbsp;has\u202falso&nbsp;emerged.&nbsp;<\/p>\n\n\n\n<p>\u201cI think the idea that we can all have an assistant is very beautiful and empowering,\u201d Wei said. \u201cBut at the same time, I\u2019m not entirely comfortable with how the risks are amplified at this level.\u201d <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Developing a&nbsp;tradeoff&nbsp;framework<\/strong>&nbsp;<\/h2>\n\n\n\n<p>Wei&nbsp;said her&nbsp;research\u202fis&nbsp;not\u202fabout whether this\u202fnew technology\u202fshould or will be used. For better or worse, it is here to stay. Instead,&nbsp;her&nbsp;focus is on\u202f<em>how<\/em>\u202fit should be used.&nbsp;<\/p>\n\n\n\n<p>\u201cAgentic AI is not just a technical improvement or\u202ftransformation,\u202fit also presents us with a challenge in terms of oversight, privacy and ethics,\u201d she said. \u201cSo, for the agent that is able to orchestrate its own workflow and act autonomously, how much trust do we place in it, and what kind of governance are we going to put in place?\u201d&nbsp;<\/p>\n\n\n\n<p>In her latest paper, \u201c<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0378720626000170\">Agentic Artificial Intelligence as a New Frontier in Information Systems: Promise, Peril, and Research Opportunities<\/a>,\u201d Wei and her co-authors introduce an \u201cagentic AI tradeoff framework\u201d to aid in shaping resilient,\u202fequitable\u202fand sustainable pathways for integrating the technology.&nbsp;<\/p>\n\n\n\n<p>As they note, these tradeoffs arise from recurring tensions between autonomous systems and institutional structures. <\/p>\n\n\n\n<p>\u201cIt\u2019s about leveraging the technology to its best use,\u201d she said, \u201cproviding as much benefit in terms of productivity, efficiency, cost-saving&nbsp;\u2014&nbsp;and even helping with inclusion and equity by lowering the barrier to access for individuals \u2014&nbsp;while minimizing risk.\u201d&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p>&#8220;Agentic AI is not just a technical improvement or\u202ftransformation,\u202fit also presents us with a challenge in terms of oversight,\u202fprivacy\u202fand ethics.&#8221;<\/p><cite>Dr.\u202fXiahua\u202fWei, associate professor, School of Business&nbsp;<\/cite><\/blockquote><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Navigating the paradox<\/strong>&nbsp;<\/h2>\n\n\n\n<p>足彩app哪个是正规的 best use of the technology, however, is unique to the user, Wei said, adding that AI&nbsp;appears to be\u202fthe latest challenge in the \u201cproductivity paradox.\u201d Also known as the Solow paradox after Nobel Laureate Robert Solow, the productivity paradox is an observation that investing in technology doesn\u2019t improve productivity \u2014 it slows it.&nbsp;<\/p>\n\n\n\n<p>Or,&nbsp;as Solow said, \u201cYou can see the computer age everywhere but in the productivity statistics.\u201d&nbsp;<\/p>\n\n\n\n<p>As Wei\u2019s paper states, the technology does indeed create\u202f<em>opportunity<\/em>\u202ffor advancement, but the challenges in seeing it realized are\u202flargely institutional and societal.&nbsp;<\/p>\n\n\n\n<p>\u201cEvery company can use AI to some degree, but the outcome will be different,\u201d she&nbsp;said. \u201c足彩app哪个是正规的 return on investment isn\u2019t\u202fthe same across the board. So how do we\u202fdetermine\u202fwhat the net benefit should be that we\u2019re going to get at the end?\u201d&nbsp;<\/p>\n\n\n\n<p>In their next paper,\u202fWei\u202fand her co-authors plan to dive deeper into a specific example of bias in generative AI: resume selection and screening as a human resource management tool.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In her latest research, Dr. Xiahua Wei introduces\u202fan \u201cagentic AI tradeoff framework\u201d to aid in shaping resilient  equitable and sustainable pathways for integrating AI agents.\u00a0<\/p>\n","protected":false},"author":121,"featured_media":33583,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_is_archived":false,"_archived_contact_email":"","footnotes":""},"categories":[202,229,214,1],"tags":[],"school":[417],"class_list":["post-33582","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-campus-news","category-faculty","category-research","category-uncategorized","school-school-of-business"],"acf":{"related_links":{"toggle_visibility":false,"link_1":"","link_2":"","link_3":"","link_4":"","link_5":""},"highlight_box":{"toggle_visibility":false,"title":"","content":"","button":"","button_style":"angled-purple-button","button_screen_reader_text":""},"contact_type_1":{"toggle_visibility":true,"contact_title":"","email":"","phone":"","box":"","address_line_1":"","address_line_2":"","location":""},"contact_type_2":{"toggle_visibility":false,"contact_title":"","email":"","phone":"","box":"","address_line_1":"","address_line_2":"","location":""},"social_media":{"toggle_visibility":false,"facebook_url":"","instagram_url":"","linkedin_url":"","twitter_url":"","youtube_url":""},"blog_archive_sidebar_visibility":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - 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