A clean quantitative framing is this: with options, path matters almost as much as destination. Mechanism: A thesis can be directionally correct by expiry and still be painful in between if the path of volatility and timing works against the structure. Why it matters: That is why structures should be chosen for scenario shape, not just endpoint opinion. Market translation: A slow grind higher and a violent gap higher are both "up," but they do not reward the same option exposures in the same way. Failure mode: The mistake is choosing structure as though all bullish paths were equivalent. Review question: Ask whether the market is mispricing the mechanism or simply narrating it loudly. A lot of confusion disappears once you separate the headline from the mechanism.