How do you design context windows for an AI model to ensure it never loses track of the conversation?

The solution involves diagnosing the problem as a dialogue state tracking issue rather than a context window size issue. Key steps include tagging every turn with a topic ID, detecting topic shifts, maintaining a current focus pointer, structuring the context window appropriately, resolving references against the current topic, and validating responses against the latest message.