🏙️ ❌ In sum, we reject the "winner-take-all" thesis: polarization isn't unique to the largest cities, nor is strong professional job growth limited to global cities like London and Berlin. Instead polarised upgrading applies more generally to post-industrial UK and, to a lesser extent, Germany.