Large language models are currently revolutionizing a lot of different domains, being able to tackle problems that were previously the exclusive domain of humans. The talk will explore the considerable potential of these models across several practical applications, but also consider potential challenges, such as their tendency to hallucinate and their limited availability for Slovak.