Oct 24 2026: Apollo chief economist Torsten Slok—Mag 7 revenue/worker and margins rise; S&P 493 flat. No productivity growth signal. Mainstream firms treat token spend as cost center. Cheap models alone do not create judgment, accountability, or culture needed for margin expansion.