Author

Joy Bose

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#natural language process... Preprint Jul 2026

Recognition, Simulation, and Refusal: A Contamination-Aware Study of Classic Psychological Effects in LLM Agents

Three ways a psychology paradigm can fail to port to LLM agents are formalized and in two cases document empirically, three ways a psychology paradigm can fail to port to LLM agents: persona dominance, population collapse, and safety selection.

Joy Bose · 0 citations