I think Mojo has a good chance to become suitable for HPC.
HPC is a different beast as far as I'm aware.
I don't think its going to be a good general HPC language just because its targeting a specific set of AI workloads, but they have shown some examples of synthesizing code which is comparable to hand-written kernels.
but its not out of the question from first principles
Why rewrite in Mojo, if Intel, AMD and NVidia SDKs give first class support for Python, including writing kernels in a language subset.