Is AMD's AI Software Ready for Next Data Center GPU?

Not ready until every consumer Radeon card is supported 100% day 1, on Linux and Windows+WSL2,with a commitment to keep supporting it for a minimum of 10 years.

To do that AMD must adopt an intermediate representation like Nvidia PTX/SPIR-V that compilers can target, as opposed to per-chip targets (gfx1030 and whatnot) like now. Otherwise they will be perennially behind.