Registration without a 370-year-old cipher

Original Youtube title of the video I got a used SV06+ a few months ago that turned out to be a boon in the hands of historians. Putting all controversy aside - this is a refreshing use of a model. Models are going to be in memory forever and if we can opt out of refcount work that'd be great. So, does anyone have any intuition for how concerned we should be that one of leading foundation models will be able to properly translate cuda for its amd counter parts.