Owning everything promised faster plenty
The founding bet of central planning was that if the state owned all production and distribution, the whole economy could be run as one office and one factory. Then it could be steered straight at human needs, faster and more lavishly than competing private firms ever could. Planning was imagined as a magic device that would keep producing abundance by itself.
