I will describe some local-global principles used in the study of rational points on algebraic varieties, and the Brauer-Manin obstruction which can explain failures of these local-global principles. I will then discuss some joint work with Martin Bright concerning the primes playing a role in the Brauer-Manin obstruction for varieties with torsion-free geometric Picard group, such as K3 surfaces.