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John Licato, Associate Professor of Computer Science, Director of AMHR Lab, University of South Florida

Language AIs in 2024: Size, guardrails and steps toward AI agents

2024 saw smaller models and new guardrails for language AIs. pagadesign/E+ via Getty Images

I research the intersection of artificial intelligence, natural language processing and human reasoning as the director of the Advancing Human and Machine Reasoning lab at the University of South Florida. I am also commercializing this research in an AI startup that provides a vulnerability scanner for language models.

From my vantage point, I observed significant developments in the field of AI language models in 2024, both in research and the industry.

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