The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares, and Employment

A rigorous theoretical framework on the competition between automation (which displaces labour) and the creation of new tasks (which generates employment). Acemoglu and Restrepo offer the analytical counterweight to Brynjolfsson's more optimistic view: not every productivity improvement ends up benefiting labour, and it depends heavily on whether the technology is augmenting or substituting. Essential reading to avoid both naive optimism and fatalism when discussing AI's effects on employment — the outcome is a function of specific design choices, not a force of nature.