AI tools like ChatGPT and Gemini are reshaping education, helping students finish essays in minutes. But convenience often sacrifices depth and accuracy. Machines can’t interpret nuance or emotion.

We estimate income and taxes for the wealthiest group of US households by matching Forbes 400 data to the individual, business, estate, and gift tax returns of the corresponding group in 2010–2020. In ...