From the Q&A on the "Ethics" page:
What can be done to detect deep fakes?
It's unclear. While compelling research is underway, the quality of generative media could increase at a rate that outpaces technology designed to detect it. While we cannot predict what the future holds for the media, we do believe it will continue to be important for each of us to be critical consumers of everything we see, hear, and read.