This looks very interesting in terms of addressing machine learning as application, which is to say that ordinary software has both the property "does it's job" and "can be looked-at, tested and so-forth to see how it does it's job" with machine learning systems as nominally defined having only the first property.

Edit: I originally asked for transcript, it is just video.