Not just the metrics, the actual utility. For the things the LLMs are good at, the context matters a lot; it's one of the things that makes them more than glorified ELIZA chatbots or simple Markov chains. To give a concrete example: LLMs underpin the code editing tools in things like Copilot. And all that context is key to allow the tool to "reason" through the structure of a codebase.

But they should probably come with a big warning label that says something to the effect of "IF YOU TALK ABOUT YOURSELF, THE NATURE OF THE MACHINE IS THAT IT WILL COME TO AGREE WITH WHAT YOU SAY."