The model reasons over whatever is in the context window. Nothing else. Shape the window well, and you get better results. Let it fill with noise, and context that matters gets drowned out.

The next chapter is about prompts — how the way you frame a question changes the answer you get, and why this is actually a feature of how these models work, not a quirk to work around.