Hallucinations to agents: Here’s how AI language models evolved in 2024

There is an iterative interaction between large language models and smaller language models, which seems to have accelerated in 2024.

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.