Not really. We aren't lucky enough to have space in our family home for an office for either my wife or I to work from home For that reason, I am very grateful that I work in a company that has allowed staff to work on site for the last year.
I don't know what she's going to do when she comes off maternity leave. I'm sure that women less determined than her will just return to becoming the defacto childcare for the family.
Teleworking will favour some and disfavour others.
Edit: Your general point is, in my opinion, correct. Covid lockdowns have massively accelerated all that was going wrong, and stopped everything that was going right. Given that at least some forms of gender, wealth, and income inequality were previously going in the right direction, that is one of the things that has been stopped.