This helps explain why automating feature engineering is a big deal
https://towardsdatascience.com/why-automated-feature-enginee…
I studied AI in grad school, long time back when nobody knew what it was. My professor said that the magic in getting our neural nets to train well is in how you “pre-digest” the data you feed it.