This post overlaps with our recent paper Extinction Risk from AI: Invisible to Science?. tl;dr: In AI safety, we are worried about certain problems with using powerful AI. (For example, the difficulty of value specification, instrumental convergence, and the possibility that a misaligned AI will come up with takeover strategies that didn't even occur to us.) To study these problems or convince others that they are real, we might wish to describe them using mathematical models.