The speaker says invertibility is the remaining requirement for generating samples in one direction and computing likelihoods in the reverse direction for inference.

“And the only thing you now need to pay for is invertibility, because you need to be able to go kind of in one direction generate samples and the other direction to get the likelihood. You need the likelihood to do uh your to to actually do like inference.”