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Zerkalo's AI proofreader experiment: What LLMs can and cannot do in a newsroom

3h ago· 1 min readenInsight

Summary

A Belarusian newsroom (Zerkalo) attempted to build an AI proofreader using large language models integrated directly into their CMS. The experiment became a practical case study highlighting where LLMs can effectively assist editorial workflows (e.g., proofreading tasks) and where human journalists remain essential. The article is framed within the broader context of news media's financial transformation and the search for sustainable solutions.

Key quotes

· 3 pulled
Cracking the media management puzzle through insights, solutions and data
News media is going through a massive transformation.
The Grand Restructuring of Advertising Revenue has left many publications vulnerable, and the effects can be felt around the world.
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A Belarusian newsroom tried to build an AI proofreader directly into its CMS. The result became a practical case study of where large language models can already help editorial workflows, and where journalism still depends on humans.

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