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arXiv AI By Jacy Reese Anthis, Mark D\'iaz, Renee Shelby

CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships

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MatrAIx: Simulating the World with 8.3 Billion Persona Agents

arXiv:2608. 04205v1 Announce Type: new Abstract: Human evaluation of AI systems and digital products is costly, slow, and difficult to scale.

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arXiv AI
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InterviewPlayground: A Validated Simulation Environment for Evaluating AI Interviewers

InterviewPlayground is a simulation environment designed to evaluate AI interviewers by using simulated participants whose behaviors are grounded in social theory. The platform generates an InterviewReportCard that assesses AI interviewers across validated measures. Empirical validation shows that performance in InterviewPlayground predicts human study outcomes with a Pearson correlation of 0.86, supporting its use for assessing AI interviewer performance and failure modes.

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