Author

Ayushi Mehrotra

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Preprint Jul 2026

Minionese: Comprehensive Benchmark and Mechanistic Study of Multilingual LLM Safety

It is shown that English-only safety evaluations are insufficient; they require accounting for script family, perturbation type, and per-language alignment coverage, and a geometric mechanistic analysis of refusal failure across language tiers.

Chigozirim Ifebi, Brent Kong, Ayushi Mehrotra · 0 citations