Conventional wisdom dictates that an arithmetic circuit that generates inexact results is faulty. But Joe Bates, founder and president of Singular Computing, thinks that conventional wisdom may be mistaken, at least for certain classes of applications. Bates, in his own words, has spent roughly half his professional life in academia and the other half involved with various startups. Reflective of the former focus, he is also an adjunct professor at Carnegie Mellon University (CMU) and has held positions at MIT, Johns Hopkins, and Cornell.