CONCEPT
The Authentication Problem
Moles's name for the receiver's difficulty in determining the human contribution to AI-collaborative output — a channel problem of signal authentication, not a moral problem of attribution.
The authentication problem, in Moles's framing, is the cultural anxiety surrounding AI creativity reconceived as a problem of signal authentication. In the pre-AI cultural economy, the aesthetic message carried implicit information about its source: the brush stroke authenticated the painter, the syntactic pattern authenticated the writer, the harmonic signature authenticated the composer. AI disrupts this authentication channel. The aesthetic message produced by AI collaboration may be indistinguishable, at the level of aesthetic information, from the message produced by unassisted human creation; but the authentication information is absent or ambiguous. Moles proposes that the resolution lies not in restoring the old authentication mechanisms but in developing new ones appropriate to compound-channel creation.
In The You On AI Field Guide
The old authentication mechanisms worked because they were side-effects of production. A painter's brush stroke was not designed to authenticate the painting; it was simply how the painting got made, and its idiosyncrasies became diagnostic. A writer's syntactic patterns were not chosen for signature effect;