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  Media Context develops open, multilingual glossaries for independent newsrooms and researchers.
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  Each dataset provides standardized terminology, editorial usage guidance, and risk notes for work in and about authoritarian or censored environments.
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- See [docs/impact.md](https://github.com/Media-Context/CTRL-L/docs/impact.md) for measured effects on generation, summarization, translation, and editorial QA when glossaries are wired into retrieval + term-rule control layers.
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  They help cut terminology/legal errors by around 40-60% in generation and improve translation consistency past 97% when used as control layers.
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  This is the first public release of the glossary suite; if you notice gaps or can document new terms, we actively welcome pull requests and issue reports.
 
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  Media Context develops open, multilingual glossaries for independent newsrooms and researchers.
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  Each dataset provides standardized terminology, editorial usage guidance, and risk notes for work in and about authoritarian or censored environments.
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+ See [impact.md](https://github.com/Media-Context/CTRL-L/blob/main/impact.md) for measured effects on generation, summarization, translation, and editorial QA when glossaries are wired into retrieval + term-rule control layers.
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  They help cut terminology/legal errors by around 40-60% in generation and improve translation consistency past 97% when used as control layers.
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  This is the first public release of the glossary suite; if you notice gaps or can document new terms, we actively welcome pull requests and issue reports.