The exponential distribution describes how long things take to happen when they are driven by many separate independent factors, such as market activity. It is also one of the best understood distributions in modern probability. Today, Jacob joins Tom and Tony to explain where this distribution comes from, why it describes so many different aspects of the market, and what its properties mean for our trading decisions.