Half a year after that talk Wolfram appeared on a popular podcast [1] to discuss his book on the Second Law of Thermodynamics [2]. That discussion contained the best one-sentence description of entropy I've ever heard:

> Entropy is the logarithm of the number of states that are consistent with what you know about a system.