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<h1 class="logo me-auto"><a href="index.html" class="logo me-auto"><img src="assets/img/brain-logo.png" alt="" class="img-fluid"></a> IRT-AI</h1>
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<li><a href="index.html" class="active" >Overview</a></li>
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<li><a href="research.html" >Research</a></li>
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<li><a href="overviewFall.html" >Overview (Fall 2020)</a></li>
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<h2 class="animate__animated animate__fadeInDown">Welcome to the <span>Intelligent, Robust and Trustworthy (IRT) AI Group (i.e., Sheth Gurukul) at the AI Institute.</span></h2>
<p class="animate__animated animate__fadeInUp">The IRT group conduct foundational research in the university-wide excellence initiative. It started with Prof. Amit Sheth, moving as the founding director, with his initial team in 2019.The institute emphasizes AI applications and impact through extensive interdisciplinary collaborations with 10 colleges and several major centers and active research groups across the university.</p>
<a href="#about" class="btn-get-started animate__animated animate__fadeInUp scrollto">Read More....</a>
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<h2 class="animate__animated animate__fadeInDown">Welcome to the <span>Intelligent, Robust and Trustworthy (IRT) AI Group (i.e., Sheth Gurukul) at the AI Institute.</span></h2>
<p class="animate__animated animate__fadeInUp">The IRT group conduct foundational research in the university-wide excellence initiative. It started with Prof. Amit Sheth, moving as the founding director, with his initial team in 2019.The institute emphasizes AI applications and impact through extensive interdisciplinary collaborations with 10 colleges and several major centers and active research groups across the university.</p>
<a href="#about" class="btn-get-started animate__animated animate__fadeInUp scrollto">Read More</a>
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<div class="container">
<h2 class="animate__animated animate__fadeInDown">Welcome to the <span>Intelligent, Robust and Trustworthy (IRT) AI Group (i.e., Sheth Gurukul) at the AI Institute.</span></h2>
<p class="animate__animated animate__fadeInUp">The IRT group conduct foundational research in the university-wide excellence initiative. It started with Prof. Amit Sheth, moving as the founding director, with his initial team in 2019.The institute emphasizes AI applications and impact through extensive interdisciplinary collaborations with 10 colleges and several major centers and active research groups across the university.</p>
<a href="#about" class="btn-get-started animate__animated animate__fadeInUp scrollto">Read More</a>
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<h2>The Sheth Gurukul at the AI Institute of South Carolina (AIISC)</h2>
<p>The Sheth Gurukul at the AI Institute of South Carolina (AIISC) conducts foundational, interdisciplinary, and translational AI research. The current portfolio is shown in this overview figure:</p>
<div class="text-center">
<img src="images/CoreImage.png" alt="AIISC Core Research Overview" class="img-fluid rounded shadow-sm">
</div>
</div>
<div class="col-lg-6 pt-4 pt-lg-0">
<br>
<br>
<br>
<br>
<br>
<p>Two major technical themes are:</p>
<p><a href="https://www.computer.org/csdl/magazine/ic/2024/05/10779592/22qTaCWboJO"><strong>Civilized and Humanizing AI</strong></a>: Civilizing AI seeks to balance AI’s ability to generate human-like outputs while mitigating adverse behaviors such as hallucinations and unintended biases. Humanizing AI focuses on aligning AI behavior with human ethics, sociocultural norms, values, and regulations. Major technical challenges we address include AI detectability, hallucination detection and mitigation, toxicity prevention, and misinformation control.</p>
<p><strong>Intelligent, Robust, and Trustworthy AI</strong>: We are a leader in <a href="https://wiki.aiisc.ai/index.php?title=Neurosymbolic_Artificial_Intelligence_Research_at_AIISC">Neurosymbolic AI</a>, pioneering work in knowledge graphs and knowledge-infused learning. Our approach integrates neural networks’ pattern recognition capabilities with the abstraction and reasoning power of symbolic AI. As AI moves from Large Language Models to Enterprise Models for high-value, mission-critical applications, we have developed the <a href="https://scholarcommons.sc.edu/aii_fac_pub/625/">C3AN - Custom, Compact, and Composite AI Systems</a>, addressing fourteen foundational elements necessary for the next generation of AI architectures.</p>
<div class="row content mt-4 justify-content-center">
<div class="col-lg-8 text-center">
<img src="images/CoreImage2.png" alt="AIISC Research Themes" class="img-fluid rounded shadow-sm">
</div>
</div>
</div>
</div>
<div class="row content mt-4">
<div class="col-lg-12">
<p>Besides our well-funded research, we take pride in the exceptional success of our students, comparable to top 20 AI programs in the nation.</p>
<p>For quick information, check out:</p>
<ul>
<li><a href="https://wiki.aiisc.ai/index.php?title=AIISC_WIKI">Active and funded projects</a></li>
<li><a href="https://docs.google.com/presentation/d/1CXDtp5XVgteEVevZViqhp0Y_bVHou9rccGWjkGTvIsQ/edit?usp=sharing">Recent presentation providing an overview of our research</a></li>
<li><a href="https://www.youtube.com/@aiisc/playlists">IRT-AI on YouTube</a> (Keynotes, Tutorials, Demos, Interviews, etc.)</li>
<li><a href="https://www.linkedin.com/company/aiisc/">IRT-AI on LinkedIn</a></li>
<li>Follow the navigation tabs at the top for more information.</li>
</ul>
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AI Institute of USC (AIISC) Home Page
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<!-- <button class="btn btn-danger" style="width:100%;height:100px;" > <a href="Joining.html#about" style="color: white;">The official Web site for the USC’s AI Institute: https://research.cec.sc.edu/aii.
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<h3>IRT-AIISC</h3>
<p>
AI Institute, UofSC (AIISC) <br>
1112 Greene St. Columbia,<br> <br> SC 29208 Room 513 <br>
<strong>Phone:</strong> +1 5589 55488 55<br>
<strong>Email:</strong> aiisc@gmail.com<br>
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