LLM-simulated ADHD student personas show stable self-reported traits but behavioral drift in unscripted interactions that explicit task prompts fully eliminate.
Stable Personas: Dual-Assessment of Temporal Stability in LLM-Based Human Simulation, January 2026
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LLM-Based Educational Simulation: Evaluating Temporal Student Persona Stability Across ADHD Profiles
LLM-simulated ADHD student personas show stable self-reported traits but behavioral drift in unscripted interactions that explicit task prompts fully eliminate.