Optimistically if a self-supervised algorithm is capable of understanding a concept then it shouldn't need all that many examples to make it useful. Ideally you

Optimistically if a self-supervised algorithm is capable of understanding a concept then it shouldn't need all that many examples to make it useful. Ideally you could just show it what cats look like (with just a couple of examples) and ask it to find more of them.