So, the Solver SOP doesn't behave as "I" expected with animated (ie. moving) points/geo.
You need to manually update the position if you want your geo to still move!
SOOOOOOOOOO. Inside the solver, copy the P (for position) attribute from Input 1 to Prev Frame...
Weird stuff. But hey.