Machine Learning: why care about machine learning?

I was recently talking to a friend of mine who had been reading this blog (thanks pal!). He was asking me "why care about machine learning? Should we be concerned about machine learning?". What a great question I thought. I think that could make for an interesting post – or at least more interesting than my limited progress to date with the course materials (I got distracted by holidays.