We will discuss `strong variational principles' for shifts of finite type in higher dimension, in which the topological entropy is compared to the supremum of measure-theoretic entropies with the supremum taken over a subset of the collection of invariant measures (e.g. the ergodic, weak-mixing or Bernoulli measures).