* https://oxide.computer/blog/how-oxide-cuts-data-center-power...
* https://docs.oxide.computer/guides/introduction
I feel like we had a good Oxide and Friends on this too... https://oxide-and-friends.transistor.fm/episodes/bringing-up... has some info about our power setup.
Anyway, I barely know anything about this topic, but I think this answers your immediate question: we convert AC -> DC once at the rack level, and then use a bus bar to distribute that to each sled. Each sled also has a converter to convert that 54V down to 12V for its own bus within each sled.
So you don't actually want the power to be at 12V for very long in a power dense rack. Their spec sheet says that each rack can pull 15KW. And that's wired for 208 or 3-phase power. That's 10 hair dryers of power per rack, so yeah maybe you shouldn't step it down until the last responsible moment.
Do any parts of the rack run at the full 54V? That would make for some very nice cooling fans.