Also somewhat reassuring:

Higher margins increase retained earnings and investment capacity. If output rises and real GDP increases then by national income accounting identity something must be rising on the demand side: Consumption, investment, government spending, or net exports must be increasing (more here). A scenario in which productivity surges but aggregate demand collapses while measured output rises violates accounting identities.