The fact that algorithms other than MERT are seeing adoption in competitive systems for shared tasks is a welcome sign for the future of MT optimization research.
there are still many open questions in the field, a few of which can be outlined here: Stable Training with Millions of Features: At the moment, there is still no stable training recipe that has been widely proven to effectively optimize millions of features.