For the Open Science workshop at the Pacific Symposium on Biocomputing I wrote a very long essay as an introductory paper. It turned out that this was far too long for the space available so an extremely shortened version was submitted for the symposium proceedings. I thought I would post the full length essay in installments here as a prelude to cleaning it up and submitting to an appropriate journal.