He said it comes out of nothing, but I don't think he really means that. There is a quantum web that has to exist, so you want to know where *that* came from.
Within the web, a particle can come out of nowhere. But it is still within the web. When a particle appears, additional gravity appears to balance it out so the net amount of energy remains the same. No new net energy was created. Just equal positive (matter) and negative (gravity) energy.
I believe the quantum web has existed forever. It has no beginning, but could have been much smaller.