What is that AI that generates images?

Could you elaborate on the AI technology that is capable of producing images? I'm curious to know the specifics behind how this type of AI operates, including the algorithms and techniques it employs to generate these images. Additionally, I'm interested in understanding the potential applications of this AI, such as in the creative industry or for educational purposes. Finally, I'd like to know if there are any limitations or challenges associated with this technology.