Machine learning models can seem like magical savants. They can distinguish hot dogs from not-hot-dogs, but that’s long since an easy trick. My aunt’s parrot can do that too. But machine-learned models power voice-activated assistants that effortlessly understand noisy human speech, and cars that drive themselves more or less safely. It’s no wonder we assume these are at some level artificially ‘intelligent’.