Benchmark plants 100 errors in psychology papers to test AI review
The best system found 71 errors and the pooled systems found 93; seven missed errors were all omissions.
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Deep Persona: A Psychologically Grounded Architecture and Evaluation Framework for Role-Playing Agents and Simulations
Paper proposes Deep Persona, a three-layer psychologically grounded architecture for LLM role-playing agents plus a reference-free evaluation framework.