In this paper, we study the Cauchy problem for the semilinear heat and Schrödinger equations, with the nonlinear term
$f(u)=\unicode[STIX]{x1D706}|u|^{\unicode[STIX]{x1D6FC}}u$. We show that low regularity of
$f$ (i.e.,
$\unicode[STIX]{x1D6FC}>0$ but small) limits the regularity of any possible solution for a certain class of smooth initial data. We employ two different methods, which yield two different types of results. On the one hand, we consider the semilinear equation as a perturbation of the ODE
$w_{t}=f(w)$. This yields, in particular, an optimal regularity result for the semilinear heat equation in Hölder spaces. In addition, this approach yields ill-posedness results for the nonlinear Schrödinger equation in certain
$H^{s}$-spaces, which depend on the smallness of
$\unicode[STIX]{x1D6FC}$ rather than the scaling properties of the equation. Our second method is to consider the semilinear equation as a perturbation of the linear equation via Duhamel’s formula. This yields, in particular, that if
$\unicode[STIX]{x1D6FC}$ is sufficiently small and
$N$ is sufficiently large, then the nonlinear heat equation is ill-posed in
$H^{s}(\mathbb{R}^{N})$ for all
$s\geqslant 0$.