[dasboth]

If you could encode enough information about the image and have a good training/test set, an AI's ability to determine something as funny probably wouldn't be bad. Anyway, as a subjective concept you might not accept another human's explanation about why something is/isn't funny. This isn't a simple classification problem though, probably suited to something like reinforcement learning.