Object permanence is a necessary but not sufficient condition for spatial reasoning but the definition of consciousness remains elusive unless you have some news to share.
A blind human is AGI. So is a drunk or clumsy one that falls into deadly holes. This is super cool and a step on the way to... something.. but even the authors don't claim it is somehow the whole ballgame.