But if the issue is about "research in AI has had to deal with the concept of "concept" since the inception" (and of course it had to), the contribution in this paper is to try an operational implementation that could bear fruit and possibly fix architectural shortcomings of the mainstream effort.
(It is not separate from the context of LLMs.)