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Many early career researchers working with code, data and analysis assume goodwill is enough to secure authorship – it isn’t.

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From Google to Microsoft, European newsrooms often rely on tools built in Silicon Valley. Some are trying to break free, turning to open-source alternatives or home-grown solutions.