We discuss some of the recent literature on relations between information and estimation theoretic quantities. We begin by exploring the connections between mutual information and causal/non-causal, matched/mismatched estimation for the setting of a continuous source corrupted by white Gaussian noise. Relations involving causal estimation, in both matched and mismatched cases, and mutual inform...