Can I ask you what's standing in critical path to obtaining scientifically efficient compute?

Asking as a private user of commercially non trivial compute, but very short on the research depth required to translate optimal thinking into efficiency.

Edit: we're similarly bound by eg PDE solutions. We've found the greatest improvements in rolling our own storage. Not purely capex improvements but orders in ingest.