Co-originator of the Black-Scholes options pricing model, Myron Scholes was awarded the Nobel Prize in 1997 for his new method of determining the value of derivatives. Here, he delivers a lecture on finance and computer intensive models. The Lynford Lecture is sponsored by Jeffrey and Tondra Lynford and the Institute of Mathematics and Advanced Supercomputing (IMAS).