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<NewsItem contentIssues="false" id="152852" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152852">
<Title>Grit-X talk: The Future is Here Already &#8211; AI Agents for Enterprise Productivity</Title>
<Tagline>4-6 pm Thursday, Oct. 6, UMBC Fine Arts Recital Hall</Tagline>
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<![CDATA[
    <div class="html-content">UMBC will again host a <a href="https://research.umbc.edu/grit-x/" rel="nofollow external" class="bo"><strong>GRIT-X talk and reception </strong></a>as part of its homecoming events from 4-6pm on Thursday, October 9, in the Fine Arts Recital Hall. The event features talks by nine invited speakers to convey compelling aspects of UMBC's impact in the areas of research and creative achievement. <div><br><div>One of the speakers is CSEE alumna <a href="https://www.linkedin.com/in/gargi-banerjee-dasgupta-4509a61/" rel="nofollow external" class="bo"><strong>Gargi Banerjee Dasgupta</strong></a>, who received a PhD in computer science in 2003. She is currently the Director of Product Management and AI Leader at IBM, responsible for the technical strategy of AI assistants built on WatsonX. Previously, she served as the Chief AI Officer for IBM Automation.  Her talk is titled "<strong>The Future is Here Already – AI Agents for Enterprise Productivity</strong>." </div><div><br></div><div>After the presentations, you can enjoy a post-event reception with the speakers, accompanied by delicious food and beverages. <strong><a href="https://emclick.imodules.com/ls/click?upn=u001.dYTrffNxo6OqXvaAs4JiCYUGD73Dg1Yi-2B5EolpyaVEB018S4RfNTLnHVAOXdlAO3j7XlwwjdFcB7Sq-2Ba4qhzd20iHSCsDTrNMdqFWuX8-2F3rl8An4JknrqFrstOInninIVha2OCGllGqeoDbtpvanDgiOw59K4A4yFLV1yH47e0XYiibCAoKVl-2Bb85zrD-2Fnsd8VDe22lfKCuvr2jWpmTjpLLwXYKzxHaq50J3q-2BP9oxU-3DK0Qq_MvD712v0wdLfYNR0ryaH2AHJbHJOcbgEnKfHvNFkOkTeApiGmUoOtOXNfCmfUOAm4uPnsj7qCsYQOyEYydH-2Fq-2BtwQ1XI3kicQ1WeKVu4eh9v9IsUb3LQKoQehKwGrGLSi7pE-2BzPGoX15Tp2EYPhIYs5ec4GNQpSxoMKGq6giL1DNDzJaEltWynhSsO0hiVHKPYKVZoX5rr1ITvCW9Xf5FkbZD7wKak0V7m9KCWYAWPxlVkyMo-2FlcuGdgU90rjACXm0S0ONtkABDz9BBTacCKC5vm8SZNgNhw2-2B-2FHeAoz9JrlvFY0OyYNRteeRS0Zkj8dQnnpgWZGlmytTTrvmcGkC1lul3CPmFpkn5JCSvdZYTen2zkwc80V8NkL-2BWqrCbEs-2Fp67zjX4PkZ3fdt6pI57X3PPUzp2n08WQATKNqPn9J4LLd21ZbnhTBS2WjF09clOgVfyUwJwAp-2B5p0jXlaCm3SlxT9uXLf1xi8YjBzjlLmDo4-2Fw-2BB0uj26G7G9oerBE4" rel="nofollow external" class="bo">Registration is NOW OPEN</a>.</strong> Tickets are free, but registration is strongly encouraged!</div></div></div>
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<Summary>UMBC will again host a GRIT-X talk and reception as part of its homecoming events from 4-6pm on Thursday, October 9, in the Fine Arts Recital Hall. The event features talks by nine invited...</Summary>
<Website>https://research.umbc.edu/grit-x/</Website>
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<Tag>agents</Tag>
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<Tag>grit-x</Tag>
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<Sponsor>UMBC</Sponsor>
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<PostedAt>Wed, 24 Sep 2025 10:44:13 -0400</PostedAt>
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<NewsItem contentIssues="false" id="152620" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152620">
<Title>Advancing Social Science Research: Workshops Series on AI, LLMs, and Computational Methods</Title>
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<![CDATA[
    <div class="html-content"><p>UMBC's <a href="https://socialscience.umbc.edu/" rel="nofollow external" class="bo">Center for Social Science Scholarship</a> will hold a workshop series this Fall on generative AI, LLMs, and computational social science methods.  This series will begin with the basics of computing in R and how to use generative AI/LLMs in social science research workflows.  Each session will focus on helping faculty and students become comfortable with deploying AI and LLM models in their research, while also gaining a deeper understanding of the ethical, equity, and environmental implications of these models.  </p><p>This series is supported through the Elkins Professorship, features several speakers, and will continue into the spring 2026 semester. The four sessions this Fall are:</p><ul><li><strong>Introduction to R, R Projects, R Markdown, and the Basics of LLMs</strong>, <a href="https://www.ericjstokan.com/" rel="nofollow external" class="bo">Dr. Eric Stokan</a>, 12-1:30 pm, October 3, in PUP 451,</li><li><strong>Inductive Analysis of Texts with Embeddings</strong>, <a href="https://www.dustinstoltz.com/" rel="nofollow external" class="bo">Dr. Dustin Stoltz</a> (Lehigh University), 12-1:30 pm, November 5, Commons 329</li><li><strong>Dealing with unstructured data (text, images), APIs, and API calls to LLMs</strong>, <a href="https://www.ericjstokan.com/" rel="nofollow external" class="bo">Dr. Eric Stokan</a>, 12-1:30pm, November 7, PUP 451</li><li><strong>Prompt-engineering and Fine-tuning in R</strong>, <a href="https://www.ericjstokan.com/" rel="nofollow external" class="bo">Dr. Eric Stokan</a>, 12-1:30pm, December 12, PUP 451</li></ul><p>Register for the sessions <a href="https://docs.google.com/forms/d/e/1FAIpQLSe3Ak7LlIMsTLTxgyLBg62qtlbbPDQcC6vNFULCQiDZOEkEwQ/viewform" rel="nofollow external" class="bo">here</a>.</p><p>Cosponsored by DoIT, the Center for Scalable Data and Computational Science, and CGC-SCIPE.</p></div>
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<Summary>UMBC's Center for Social Science Scholarship will hold a workshop series this Fall on generative AI, LLMs, and computational social science methods.  This series will begin with the basics of...</Summary>
<Website>https://docs.google.com/forms/d/e/1FAIpQLSe3Ak7LlIMsTLTxgyLBg62qtlbbPDQcC6vNFULCQiDZOEkEwQ/viewform</Website>
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<Sponsor>UMBC Center for Social Science Scholarship</Sponsor>
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<PostedAt>Wed, 17 Sep 2025 17:43:00 -0400</PostedAt>
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<NewsItem contentIssues="false" id="152443" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152443">
<Title>Washington Post Global AI Summit</Title>
<Tagline>Online 3-5pm EDT Tuesday, September 23, 2025 (free)</Tagline>
<Body>
<![CDATA[
    <div class="html-content"><div>The Washington Post will hold a <a href="https://www.washingtonpost.com/washington-post-live/global-ai-summit-2025/" rel="nofollow external" class="bo"><strong>Global AI Summit</strong></a> in New York and online on Tuesday, September 23, 2025 from 3:00pm to 5:00pm EDT with sponsorship from the University of Maryland. Its goal is to explore how AI is reshaping the global economy, the workforce, education, health, and humanity. You can see the speakers, which include UMD's <a href="https://aim.umd.edu/people/hal-daume-iii" rel="nofollow external" class="bo"><strong>Hal Daumé</strong></a>, get more information, and register to attend this free event online or in person <a href="https://www.washingtonpost.com/washington-post-live/global-ai-summit-2025/" rel="nofollow external" class="bo"><strong>here</strong></a>.</div><div><img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/09/Screenshot-2025-09-14-at-5.00.15%E2%80%AFPM.png" alt="headshots of speakers" style="max-width: 100%; height: auto;"></div></div>
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<Summary>The Washington Post will hold a Global AI Summit in New York and online on Tuesday, September 23, 2025 from 3:00pm to 5:00pm EDT with sponsorship from the University of Maryland. Its goal is to...</Summary>
<Website>https://www.washingtonpost.com/washington-post-live/global-ai-summit-2025/</Website>
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<Sponsor>UMBC AI</Sponsor>
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<PostedAt>Sun, 14 Sep 2025 16:50:57 -0400</PostedAt>
<EditAt>Sun, 14 Sep 2025 17:13:14 -0400</EditAt>
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<NewsItem contentIssues="false" id="152435" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152435">
<Title>Research decodes animal decision-making with robotics and medical applications</Title>
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<![CDATA[
    <div class="html-content">A team of researchers, including <a href="https://biology.umbc.edu/directory/faculty/kathleen-hoffman-ph-d/" rel="nofollow external" class="bo"><strong>Kathleen Hoffman</strong></a>, professor of mathematics and statistics at UMBC, is blending neuroscience, math, and engineering to decode animal decision-making, with potential to guide robots as they explore uncertain terrains or unlock secrets of the brain. The team’s research has just been funded by the Collaborative Research in Computational Neuroscience (CRCNS) program—a joint initiative of the NIH and the NSF.<div><br></div><div><span>The CRCNS program emphasizes collaborative efforts to advance understanding of nervous system functions through computational tools. With the lead investigator at JHU and additional collaborators at UMBC, the NJIT, and the University of Minnesota, the team for the newly funded project spans biology, engineering, mathematics, and computer science—a mix well-positioned to discover deeper insights into brain mechanisms.</span></div><div><span><br></span></div><div><span>In the prior work, “We looked at velocity distributions, and we found that there were two modes of movement. We called them ‘explore’ and ‘exploit,’ but you could also describe them as ‘fast’ and ‘slow,’” Hoffman explains. During experiments in narrow tubes, the fish alternated between two modes: rapid, exploratory movements to sense their surroundings (“explore”) and slower, deliberate actions using the information they’d collected (“exploit”).</span></div><div><span><br></span></div><div><p>A primary goal is to uncover what prompts the mode switch. “How does it decide when to switch? And the hypothesis that we’re considering is that it’s based on some internal measure of uncertainty in the fish, meaning that if the fish isn’t sure if it’s inside the tube, it’s going to move so it can gather sensory information,” Hoffman says.</p><p>To test this, the team integrates several methods. At the University of Minnesota, engineers led by Andrew Lamperski will apply machine learning to map relationships between sensory inputs and behavioral outputs in the form of mathematical functions. Hoffman handles data analysis, starting with manual pattern-spotting before coding. </p><p>Read more about this research <a href="https://umbc.edu/stories/explore-exploit-animal-decision-making-research/" rel="nofollow external" class="bo"><strong>here</strong></a>.</p></div></div>
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<Summary>A team of researchers, including Kathleen Hoffman, professor of mathematics and statistics at UMBC, is blending neuroscience, math, and engineering to decode animal decision-making, with potential...</Summary>
<Website>https://umbc.edu/stories/explore-exploit-animal-decision-making-research/</Website>
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<NewsItem contentIssues="false" id="152420" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152420">
<Title>UMBC Department of English adds course on Writing with AI</Title>
<Body>
<![CDATA[
    <div class="html-content"><span><p><span>UMBC’s Department of English has added a new course, </span><a href="https://catalog.umbc.edu/preview_course_nopop.php?catoid=40&amp;coid=124409" rel="nofollow external" class="bo"><span><strong>ENGL 211 Writing with AI</strong></span></a><span>. The course is being taught for the first time this Fall by <a href="https://my3.my.umbc.edu/groups/umbc-ai/posts/146520/a6c/1dea2e3476ebfb8ae8a1f72b0b45d5cd/web/link?link=https%3A%2F%2Fenglish.umbc.edu%2Fcore-faculty%2Ftanya-olson%2F" rel="nofollow external" class="bo"><strong>Dr. Tanya Olsen</strong></a></span><span>, a Senior Lecturer and the Director of the Department's Writing and Rhetoric Division. </span>
    
    <span>Here is the description from UMBC's course catalog.</span></p>
    
    <p><span><br></span></p></span><span><p><span>What if AI could help you solve problems, generate ideas, or tackle challenges simply by asking the right questions? This course introduces prompt writing - the art of crafting clear, purposeful inputs to guide AI tools, which is rooted in rhetorical skills. Rather than replacing human thinking, AI can enhance the creativity and analysis you bring to any writing situation. Students will master a range of prompt writing techniques while critically engaging with AI to design prompts for personal, academic, and professional purposes.</span></p></span></div>
]]>
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<Summary>UMBC’s Department of English has added a new course, ENGL 211 Writing with AI. The course is being taught for the first time this Fall by Dr. Tanya Olsen, a Senior Lecturer and the Director of the...</Summary>
<Website>https://catalog.umbc.edu/preview_course_nopop.php?catoid=40&amp;coid=124409</Website>
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<NewsItem contentIssues="false" id="152387" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152387">
<Title>From UMBC to AI Innovation: A Data Science Success Story</Title>
<Tagline>Mic&#8217;d Up Podcast interview with Harish Reddy Manyam</Tagline>
<Body>
<![CDATA[
    <div class="html-content"><div><img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/09/micdup.png" alt="podcast page for interview" style="max-width: 100%; height: auto;"></div><div><span>In this <a href="https://www.youtube.com/watch?v=SOE577PMmn8" rel="nofollow external" class="bo"><strong>Mic's Up podcast episode</strong></a>,</span><span> Dennise Cardona interviews</span><span><a href="https://www.linkedin.com/in/harish-reddy-manyam/" rel="nofollow external" class="bo">Harish Reddy Manyam</a></span><span>, a 2024 graduate of UMBC’s Data Science MPS program. Harish shares his remarkable path from arriving in the U.S. with nothing but a dream to becoming an AI governance advisor and healthcare data scientist.</span></div></div>
]]>
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<Summary>In this Mic's Up podcast episode, Dennise Cardona interviewsHarish Reddy Manyam, a 2024 graduate of UMBC’s Data Science MPS program. Harish shares his remarkable path from arriving in the U.S....</Summary>
<Website>https://www.youtube.com/watch?v=SOE577PMmn8</Website>
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<NewsItem contentIssues="false" id="152203" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152203">
<Title>AI and Information Literacy Module</Title>
<Tagline>How to use AI tools like ChatGPT, Copilot, and Firefly</Tagline>
<Body>
<![CDATA[
    <div class="html-content"><div><img src="https://ai.umbc.edu/wp-content/uploads/sites/734/2025/09/1200x400_ai-homepage-banner2.jpg" alt="Banner from the UMD Library site on AI and Information Literacy" style="max-width: 100%; height: auto;"></div><div><span><p><span>The first episode in the USM’s</span><span> <a href="https://ai.umbc.edu/news/post/151778/" rel="nofollow external" class="bo"><strong>AI, Unscripted</strong></a> podcast series is now available. The collection of 30-minute sessions is intended to encourage and support faculty in using AI for teaching and learning. </span><span>In this first episode,  </span><span><a href="https://www.linkedin.com/in/benjamin-shaw-261a4a126/" rel="nofollow external" class="bo"><strong>Ben Shaw</strong></a></span><span>, a teaching and learning librarian at the University of Maryland, College Park, talks about a </span><span>module on </span><a href="https://umd.instructure.com/courses/1354089" rel="nofollow external" class="bo"><span><strong>AI and Information Literacy</strong></span></a><span> that instructors can add to their courses. </span></p><p><span>The 1-2 hour module was developed to help university students in any course and with any background learn how to use </span><span>AI tools such as ChatGPT, Microsoft Copilot, and Adobe Firefly</span><span>. You can explore the module on the UMD site. </span><span>If you are interested in adding or adapting the module for your own course website, you can fill out a </span><a href="https://tltc.umd.edu/artificial-intelligence-and-information-literacy" rel="nofollow external" class="bo"><span><strong>request form on this page</strong></span></a><span>.</span></p><div><span><br></span></div></span></div></div>
]]>
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<Summary>The first episode in the USM’s AI, Unscripted podcast series is now available. The collection of 30-minute sessions is intended to encourage and support faculty in using AI for teaching and...</Summary>
<Website>https://umd.instructure.com/courses/1354089</Website>
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<NewsItem contentIssues="false" id="152087" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152087">
<Title>Fortune article on University Chief AI Officers features UMBC&#8217;s Anupam Joshi</Title>
<Body>
<![CDATA[
    <div class="html-content"><span><p><span>Fortune magazine recently published an article on </span><a href="https://fortune.com/2025/09/03/college-university-chief-ai-officer-ucla-university-of-utah/" rel="nofollow external" class="bo"><span>The new thing on campus: Why universities are appointing their first chief AI officers</span></a>, now known as CAIOs<span>.  In describing the trend, the article quoted the CAIOs from George Mason University, UCLA, the University of Utah, and UMBC, which appointed Professor Anupam Joshi as its </span><a href="https://umbc.edu/stories/joshi-named-vice-provost-chief-ai-officer-at-umbc/" rel="nofollow external" class="bo"><span>Chief AI Officer and Vice Provost</span></a><span> in June 2025. </span></p><p><span>Joshi, who joined UMBC as an Assistant Professor in 1998, started working on AI and neural networks as a graduate student at Purdue in the early 1990s. His research has continued to use a broad range of evolving AI concepts and systems to a variety of problems in different application domains, including cybersecurity, healthcare, social media, pervasive computing systems, high-performance computing, and multi-agent systems.  Here’s an excerpt from the Fortune article.</span></p><p><span><br></span></p>
    <p>“Anupam Joshi had served as CAIO for less than a month at the University of Maryland, Baltimore County when he spoke to <span>Fortune.</span><span> He shares that the school’s leadership had realized that AI had been generating excitement beyond the typical areas of computer and information science. </span><span>…</span><span>  As he settles into his new work, Joshi says he’s exploring research partnerships that can be extended with companies like Google and Microsoft, while also listening to how professors want to utilize and teach AI. Many college professors are already using AI in their work, at times to the consternation of the students they teach. Joshi says teachers also tend to be a vocal crowd that isn’t shy about sharing their scholarly opinions.</span><br><span><br></span><span><span>“I think whoever comes into these kinds of roles needs to start with the position of humility,” says Joshi. “Because it’s one thing to do your own research in AI, trying to push the state of the art, and it’s another thing to use that as a tool to transform enterprises.”</span></span></p></span></div>
]]>
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<Summary>Fortune magazine recently published an article on The new thing on campus: Why universities are appointing their first chief AI officers, now known as CAIOs.  In describing the trend, the article...</Summary>
<Website>https://fortune.com/2025/09/03/college-university-chief-ai-officer-ucla-university-of-utah/</Website>
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<ThumbnailAltText>UMBC Professor Anupam Joshi</ThumbnailAltText>
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<PostedAt>Fri, 05 Sep 2025 08:16:27 -0400</PostedAt>
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<NewsItem contentIssues="false" id="152032" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/152032">
<Title>Talk: Existing Risks of Generative AI and Surveying Public Perceptions</Title>
<Tagline>online 11-12 EDT Fri. Sept 5 by CWIT Alum Wendy Bickersteth</Tagline>
<Body>
<![CDATA[
    <div class="html-content"><span><p><span>UMBC <a href="https://cwit.umbc.edu/" rel="nofollow external" class="bo">CWIT</a> alumna <a href="https://www.linkedin.com/in/wendy-bickersteth-15b374219/" rel="nofollow external" class="bo">Wendy Bickersteth</a> will give an online talk on </span><span>Existing Risks of Generative AI and Surveying Public Perceptions </span><span>on Friday, September 5, 2025, from 11am-12pm EDT. </span><span>She is currently a Societal Computing PhD student at the Carnegie Mellon University </span><a href="https://www.cylab.cmu.edu/" rel="nofollow external" class="bo"><span>CyLab Security and Privacy Institute</span></a><span>.</span></p><p><span>Working with Dr. Lorrie Cranor, she conducts research on usable privacy and security, focusing on privacy labels and the use of AI. Read more about this work in this recent </span><a href="https://arxiv.org/abs/2505.22073" rel="nofollow external" class="bo"><span>paper</span></a><span>.</span></p><p><span>Join the online event via this </span><a href="https://my3.my.umbc.edu/groups/cwitaffiliates/events/145564/join_meeting" rel="nofollow external" class="bo"><span>WebEx link</span></a><span>.</span></p><div><span><br></span></div></span></div>
]]>
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<Summary>UMBC CWIT alumna Wendy Bickersteth will give an online talk on Existing Risks of Generative AI and Surveying Public Perceptions on Friday, September 5, 2025, from 11am-12pm EDT. She is currently a...</Summary>
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<Sponsor>UMBC AI</Sponsor>
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<ThumbnailAltText>Wendy Bickersteth give talk.</ThumbnailAltText>
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<PostedAt>Thu, 04 Sep 2025 09:16:48 -0400</PostedAt>
<EditAt>Thu, 04 Sep 2025 09:22:08 -0400</EditAt>
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<NewsItem contentIssues="false" id="151988" important="false" status="posted" url="https://beta.my.umbc.edu/groups/umbc-ai/posts/151988">
<Title>Houbing Song webinar: Neuro-Symbolic AI: the Third Wave of AI</Title>
<Tagline>online 8am Thursday September 26, 2025</Tagline>
<Body>
<![CDATA[
    <div class="html-content"><span><p><span>UMBC professor </span><span><a href="https://informationsystems.umbc.edu/home/faculty-and-staff/new-faculty-spotlights/houbing-herbert-song/" rel="nofollow external" class="bo"><strong>Houbing Song</strong></a></span><span> and PhD student Safayat Bin Hakim will give a free online webinar on </span><span><strong>Neuro-symbolic AI: The Third Wave of AI</strong></span><span>, at 8:00am EDT on Thursday, 26 September 2025. The webinar is part of the</span><a href="https://www.linkedin.com/company/ieee-ies/" rel="nofollow external" class="bo"><span> IEEE Industrial Electronics Society (IES)</span></a><span> Young Professionals Society "Inspire the Next Generation with IEEE IES SYP Forum and Webinar Series".</span></p><p><span>There are three waves of Artificial Intelligence. The first Wave of AI is <strong>Crafted Knowledge</strong>, which includes rule-based AI systems. The second wave of AI is <strong>Statistical Learning</strong>, which includes machines becoming intelligent by using statistical methods. The third wave of AI is <strong>contextual adaptation</strong>. In the third wave, instead of learning from data, intelligent machines will understand and perceive the world on its own, and learn by understanding the world and reason with it. Neuro-symbolic AI, which <strong>combines neural networks with symbolic representations</strong>, has emerged as a promising solution of the third wave of AI. In this talk, first Houbing Herbert Song will share his journey from counter-unmanned aircraft systems to explainable AI to neuro-symbolic AI. Then he will present the past, present, and future of neuro-symbolic AI. Prof. Song will also share his perspective on the emerging area of neuro-symbolic AI.</span></p><p><span>Register for the free webinar </span><a href="https://attendee.gotowebinar.com/register/54851785895924309" rel="nofollow external" class="bo"><span><strong>here</strong></span></a><span>. A recording will be available <a href="https://iten.ieee-ies.org/tutorials-webinars/past-webinars/" rel="nofollow external" class="bo"><strong>online</strong></a> sometime after the presentation.</span></p><div><span><br></span></div></span></div>
]]>
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<Summary>UMBC professor Houbing Song and PhD student Safayat Bin Hakim will give a free online webinar on Neuro-symbolic AI: The Third Wave of AI, at 8:00am EDT on Thursday, 26 September 2025. The webinar...</Summary>
<Website>https://iten.ieee-ies.org/upcoming-online-webinar/2025/neuro-symbolic-ai-the-third-wave-of-ai/</Website>
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<Tag>ai</Tag>
<Tag>neural-networks</Tag>
<Tag>neuro-symbolic</Tag>
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<Sponsor>UMBC AI</Sponsor>
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<ThumbnailAltText>UMBC professor Houbing Song to give webinar on neuro-symbolic AI</ThumbnailAltText>
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<PostedAt>Wed, 03 Sep 2025 09:32:51 -0400</PostedAt>
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