Khushboo Pandey

Language as a Hidden Variable: Measuring Behavioral Divergence in Multilingual Large Language Models

Multilingual large language models (LLMs) are widely assumed to behave consistently regardless of the language in which a prompt is expressed. We challenge this assumption through a controlled empirical study in which language itself is isolated as the sole independent variable. We present 30 semantically equivalent pr...