In this talk, I will comment on the recent progress in machine learning, especially in language modeling. I will speak about the role of cognitive science and neuroscience in AI and the impact of theoretical and experimental research on the late technological progress. Lastly, I will describe my beliefs about the new groundbreaking possibilities for AI, which were enabled by large language models. This talk will mainly convey the big picture for people who do not closely follow the developments in AI.