AI RESEARCH
The Geopolitics of AI Safety: A Causal Analysis of Regional LLM Bias
arXiv CS.AI
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ArXi:2605.05427v1 Announce Type: new As Large Language Models (LLMs) are integrated into global software systems, ensuring equitable safety guardrails is a critical requirement. Current fairness evaluations predominantly measure bias observationally, a methodology confounded by the inherent toxicity of topics naturally paired with specific graphics in testing datasets. This study