Addiction by Design is a book that takes a really comprehensive look at slot machine design it’s pretty wild how much thought is put into it and this is before ML became practical, I’m sure casino company’s are leveraging it now.
For German machines I can say they're not a target market for ML or other "experimental" stuff given the ultra strict regulations here. More or less illegal online casinos however are the new Wild West of the gambling industry.