Don't trust large context windows

I recently watched a video that put a name on something I'd been feeling. The author splits an LLM's context window into two zones. There's the smart zone , where the model is sharp, and the dumb zone , where attention drops off and the model starts forgetting what you told it five minutes ago. The cutoff sits somewhere around 100k tokens. It doesn't matter how big the advertised context window…