In a recent book, ‘Machines with a Purpose’, many of the unattractive features of our technology were traced to a view of the world which has predominated in science for nearly four hundred years. This is, that nature, and everything that it contains, operates causally and without purpose. To counter this view, an alternative, purposive view was developed. The paper gives a simple account of this development, of other related work, and of the underlying motivation.