Identifying Trump's motivation in each specific case is key to prediction: if he is after tariff revenue he cannot back down (you can't collect revenue if you retreat), whereas transactional motivations like fentanyl or immigration concerns with Mexico made him likely to back down once he could claim he had acted — and the same country can be targeted by completely different motivations at different times.