Proof of Person

Pangram, Dead Internet Theory, and the new, regressive labor of being human online

As AI-detection programs like Pangram become de facto gatekeepers of the open web, writers have begun performing a strange new kind of work: publicly proving, to a machine, that they are human. The essay reads these proof-of-person rituals against Dead Internet Theory and asks what it means when being believed becomes labor — regressive, unpaid, and addressed to a reader that isn’t one.

Because these maneuvers are public, they are also already bound for the next batch of training data — another arms race that can’t be won from inside the corpus.