This is the exact thing that happened in the wake of the economic crisis caused by the COVID-19 pandemic. Many versions of this have happened many times in history. Who pays? It is bad for those outside the central bank who still hold the debts as assets—cash and bonds—who won’t get returns that would preserve their purchasing power.
