It is not that we propose a theory and Nature may shout NO; rather, we propose a maze of theories, and Nature may shout INCONSISTENT.
Imre Lakatos, John Worrall, Gregory Currie (1980). “The Methodology of Scientific Research Programmes: Volume 1: Philosophical Papers”, p.45, Cambridge University Press