There is a population cap but it’s societal, people have fewer children as they get more education and higher quality of life.
Which is the solution that conservatives don’t want to acknowledge, if you think overpopulation is a problem then you solve it by making people not live in such abject misery that they need 6 kids to make sure enough of them survive to take care of their parents when they grow old.