As the capabilities of AI continue to improve, concerns about "jobs being taken over by AI" are often talked about. In the keynote speech at the International Conference on Machine Learning (ICML 2026) held in Seoul from July 6, 2026, Arvind Narayanan, a computer science professor at Princeton University, spoke on the theme of ``How should we prepare for a future where AI will be responsible for many of the jobs we do today?''