Chigozirim Ifebi

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.