We often see disparate interpretations in language and politics, but the same is true in science expriments. This is particularly true in chemistry where one cannot see the molecules directly. Laren Tolbert of the Georgia Tech School of Chemistry & Biochemistry joins us to discusses challenges in interpreting such experiments