Innovative AI technology is transforming academic research at the University of South Florida.
The University of South Florida is experiencing significant advancements in artificial intelligence, driven by research and new technologies. Associate Professor John Licato and his team focus on the development of smarter AI language models, tackle the challenges of AI misuse in elections, and explore the rise of agentic AI. With these innovations, the future of AI looks promising and complex, paving the way for new ethical guidelines and practical applications in various fields.
In sunny Tampa, Florida, big things are happening in the world of artificial intelligence, and John Licato is at the forefront of these thrilling advancements. As an Associate Professor of Computer Science and the Director of the Advancing Human and Machine Reasoning (AMHR) Lab at the University of South Florida, Licato is not just talking the talk—he’s walking the walk. Not only does he teach, but he also runs his own AI startup, Actualization AI, LLC, which focuses on providing a vulnerability scanner for AI language models. Let’s dive into the exciting developments surrounding AI in 2024 that Licato has been observing.
The year 2024 has seen some significant strides in the realm of AI language models, both in research and industry. There’s an intriguing back-and-forth between large and smaller models this year, with smaller models gaining traction. These smaller champions—typically 3 billion parameters or less—are not only cheaper to train but also less energy-hungry, making them accessible for a wider range of uses. They’re adept at specialized tasks like summarizing comments or performing fact-checks, which could change how organizations use AI.
While the advancements are exciting, there are also hurdles to overcome. As we approach a global election year, the potential misuse of AI-generated content raises alarms. With fake social media posts and robocalls impersonating public figures already on many people’s radar, it’s imperative for legislators to step in. In fact, there’s been a noticeable uptick in legislative measures concerning AI’s involvement in elections across several states in the U.S.
Additionally, the phenomenon of AI hallucinations continues to be a hot topic. These are instances where chatbots respond with incorrect or bizarre answers, which can be quite confusing—perhaps even comical at times! Researchers are actively working on methods to tackle this issue, recognizing that increasing accuracy and reliability isn’t just a goal, it’s a necessity.
With all these advancements, the future of AI looks bright, yet complex. The intersection of technology, ethical guidelines, and practical applications continues to develop, and universities like USF are playing a pivotal role. Keep an eye on what’s happening in this field; the changes coming down the pipeline could usher in a new era of technology that reshapes how we live and work.
As John Licato and his team work tirelessly to push boundaries, we can only imagine what the future holds for AI at the University of South Florida and beyond. It’s an exciting time to be engaged in these technological interactions, and educators and innovators alike are rising to the challenge.
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