This paper shows that in a life-cycle framework, the optimal tax on capital crucially depends on how human capital is accumulated. We focus on three cases common to the macroeconomic literature: (i) Learning-By-Doing (LBD), (ii) Learning-Or-Doing (LOD), and (iii) exogenous accumulation. First,...