Why LLMs and RAG Aren’t Enough for Building Agentic AI Systems

I wrote a post recently (linked in comments below) on why agentic systems require structures for semantic-associative memory, and why LLMs lack the architecture to do anything but procedural memory. Therefore: LLMs aren’t sufficient to build agentic systems. Someone replied with a very thoughtful question about Retrieval-Augmented Generation (RAG), a method that enhances language models […]