As it becomes possible to fake more and more stuff, we're going to lose that. Different silos are going to have different, meticulously supported versions of the facts with an equivalent degree of direct-evidential and reputational support. And it's not clear to me as an individual one ever disentangles this.
If you are digging for evidence, the source of your information must be taken into account. Deepfakes will probably be detectable in retrospect, even if they are not detectable at the time of publication, so if you stick with sources with a long history of only publishing real information, you're probably still fine even in the age of deepfakes.
The arguable lack of journalistic sources with a demonstrated history of integrity is its own problem, but not one that is made significantly worse by the presence of deepfakes.
Reddit and Twitter and the internet prove that people will react to an image of text by the tens of thousands, going straight into their brain. All of us have been guilty of this at some point.
To me it's naive to freak out about Photoshop and video deepfakes because it reveals that you're completely unaware of the degree of "shallowfaking". A screenshot of a headline or tweet spreads in a way that a deepfaked video can't, and it apparently goes right past our bullshit detector in a way that video can't.