In terms of fertility window - too bad. This is one of the many things she should have been thinking of while conducting her fraud over the past decades. Not everyone should be a parent. She also has the resources to do things like freeze eggs, etc. I know that's not a guarantee but plenty of men have children at 50 and it doesn't seem terrible for the kids.
While the children will be better off than parents with fewer resources this is an almost guaranteed "years of therapy" situation for these poor kids.
Judges don't convict people - juries do and I think it's been demonstrated she's very calculating and conniving. If there was even a remote chance she could skate free based on one juror holding out on a conviction based on her family situation she would take it (and did). It just didn't work and the kids will be the ones paying for it.
She's very intelligent and calculating and had to have considered these substantially better options for starting a family given her situation. Instead, I'm convinced these pregnancies were timed to solely benefit her with likely no consideration for what it meant for these poor kids.
As I just elaborated further on in another comment I didn't have parents for the first 10 years of my life either and it was damaging to say the least. Also kind of ironic because of the lengths my parents went to have me only to disappear for a decade.
I'm passionate about this and have tremendous sympathy for these kids because in a way I am these kids. I have such a strong dislike for her because I know this. I've lived it.
https://www.inc.com/magazine/201510/kimberly-weisul/the-long...
Her reasons for getting pregnant are solely and exclusively selfish.