AI RESEARCH
Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts
arXiv CS.CL
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ArXi:2603.22837v1 Announce Type: new Large language models (LLMs) are increasingly utilised for social simulation and persona generation, necessitating an understanding of how they represent geopolitical identities. In this paper, we analyse personas generated for Palestinian and Israeli identities by five popular LLMs across 640 experimental conditions, varying context (war vs non-war) and assigned roles.