You do know that memory-safe languages are developed using memory-unsafe languages, and eventually execute the binary code on the actual CPU?
Well, yes, but there is also (usually) a bootstrapping phase before a language is self-hosting, and if you're sufficiently paranoid the 'Trusting Trust' meta-vulnerability comes into play and isn't easily dismissed.