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2026
ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety
The paper introduces ROK-FORTRESS, a novel bilingual, culturally adversarial benchmark that demonstrates that LLM safety behavior in high-stakes scenarios is significantly shaped by the interaction between language and geopolitical context, which translation-only benchmarks fail to capture.
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cs.CLcs.AIcs.CRRecentMay 13, 2026
ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety
Michael S. Lee, Yash Maurya, Drew Rein, Bert Herring +12 more
The paper introduces ROK-FORTRESS, a novel bilingual, culturally adversarial benchmark that demonstrates that LLM safety behavior in high-stakes scenarios is significantly shaped by the interaction be…
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