What do  Muffins  & Chihuahuas  have to do with AI? 

I used a popular internet meme of “chihuahuas and muffins” a few years ago in a series of lectures to explain Artificial Intelligence and Machine Learning (AI/ML). This meme-as-teaching aide has become widely referenced. I am revising and posting the content here to serve as an easy reference.