A new paper from financial-operations firm Ramp finds that companies making the heaviest investments in artificial intelligence are expanding their workforces rather than trimming them. The findings complicate sweeping predictions about AI’s impact on employment, suggesting outcomes hinge on how deeply firms integrate the technology. While some economists warn of displacement, Ramp’s data indicates that aggressive adopters are hiring as they retool operations and pursue growth, implying complementarity between AI tools and human labor. The results align with a view that near-term productivity gains can spur demand for skilled workers, even as longer-term effects remain uncertain.
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