I took can make up fanciful ideas that don’t pass the smell test.

ROCm certainly has gotten better, but the weird edge cases remain; alongside the fact that merely getting certain models to run is problematic. I am hoping that RNDA4 is paired with some tooling improvements. No more massive custom container builds, no more versioning nightmares. At my last startup we tried very hard to get AMD GPUs to work, but there were too many issues.

Unfortunately getting an AI workload to run on those XTXs, and run correctly, is another story entirely.

Start job hunting now. By the sound of it they are one of those PE firms that zombie walk every acquisition into mediocrity.