Large Language Models (LLMs) have revolutionized the way we process information with computers from information retrieval and machine translation to problem-solving and programming. In this talk, I will begin by briefly placing these models within the broader context of artificial intelligence, machine learning, and natural language processing. I will then shed some light on how they work, before highlighting their limitations and the solutions currently being developed.