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We study the Fisher metrics associated to a variety of
simple systems and derive some general lessons that may have important
implications for the application of information geometry in
holography. Some sample systems of interest are the classical 2d Ising
model and the corresponding 1d free fermion theory, the instantons in
3+1d massless phi^4 theory, and coherent states of free bosons and
fermions.