Two-Faced Social Agents: Context Collapse in Role-Conditioned Large Language Models

Vikram K Suresh

In this study, we evaluate the persona fidelity of frontier LLMs, GPT-5, Claude Sonnet 4.5 and Gemini 2.5 Flash when assigned distinct socioeconomic personas performing scholastic…