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English Looks Ready. Amharic Says Otherwise: What ADAGE Exposes in Multilingual Evaluation

TL;DR for operators A multilingual model can look ready on an English reasoning benchmark and still perform close to chance in a strategically important native language. In the reported zero-shot evaluation, Gemma 3 27B scores 83.0% on English ePiC, 70.1% on Arabic CAPR, 41.3% on Amharic CAPR, and 86.0% on Japanese CAPR. ...

August 16, 2026 · 7 min · Zelina