I'm a big believer in LLMs+RAG as something that will help LLMs in a lot of ways by bringing in more context and even prior solutions (we used to call this case-based reasoning, which I have worked on; I've also worked on LLMs+RAG). LLMs+RAG however, does not fully address the planning loops this article discussions. Helpful: no. The breakthrough we need: probably not.