Does a Bigger Context Window Mean Better Memory: Understanding Context Windows, Model Memory, and RAG

The Confusion Starts With the Word Memory Imagine giving an AI assistant a large software repository, several months of incident reports, and a complete set of operating procedures. All of it fits inside a million-token context window. It is tempting to say that the model now remembers the repository.