In drug design efforts that rely on atomistic molecular structures, the treatment of solvent effects becomes paramount. Both accuracy and speed are key considerations. Two commonly used approaches to describing solvent effects are the explicit and the implicit solvation; the former treats every water molecule individually, while in the latter the solvent is represented as a structureless continuum. I will discuss some of the challenges in this field, and possible approaches to them.