In the book, Only Humans Need Apply (2016), the authors identify five ways that people can work with machines. They call it ‘stepping’. We are seeing an increasing need to do what they call ‘stepping in’ or using machines [and software] to augment work. In GPT-3 through a glass darkly I used the McLuhans’ media tetrad to examine this form of machine learning, which is all over the media today.