Both AI and human capital (HIC) have a more positive impact on non-state-owned firms and growing firms, with the latter experiencing a stronger improvement in efficiency. In contrast, human capital is more effective in enhancing the input-output efficiency of state-owned firms. This may be because non-state-owned firms have stronger incentives to reduce costs and increase efficiency through human-AI cooperation. Growing firms, as predicted by the firm's dynamic life cycle theory, tend to increase productivity faster than older firms by quickly learning and mastering advanced technology upon entering the market.

AI & Human Capital: Impact on Firm Efficiency & Growth

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