Its up to 22w in Australia, so 2 is definitely not enough. But, you are remote, and I presume that comes with a lot of flexibility, so unless you switch jobs to one with somehow more flexibility, it might not be worth it.
Also, definitely worth checking if the new job will actually let you take parental leave early on, sometimes you need to be at a position for at least a year or more before it unlocks.
Chess/Go? AlphaZero would fit that description. Also think they were tackling StarCraft as well?
Edit: https://en.m.wikipedia.org/wiki/AlphaStar_(software)