That isn't the motivation. It's about "resilience, performance and maintainability".
I doubt they'll get noticeably better performance (the main GNU tools are already very optimised). I'm not sure they really lack in resilience. And I don't think memory safety is a big factor here.
Maintenance is definitely a big plus though. It will be much nicer to work on modern Rust code than ancient C.