States can’t just decide by themselves to split up. The federation has to consent, which with our permanently deadlocked congress will never happen.
That leaves a small hurdle of getting a couple of purple states. Perhaps a great compromise is reached - NY ex-NYC merges with PA ex-Philly and Philly joins NYC.
But these things can be negotiated in the divorce