It's easier to audit low income folks. They have simple forms and simple evidence. Generally they can be done via machine [here is the source: https://www.marketplace.org/2019/04/15/study-where-irs-audit...]

Whereas rich people have complicated forms, requiring more man-hours and actual human eyeballs to get involved.

That's why it happens. Not sure why you disagree, these are facts.