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Self-reports in LLMs show selective coherence, revealing that traditional personality frameworks like the Big 5 may be inadequate for predicting behavior in deployment scenarios.
LLMs can discover interpretable and effective criteria for assessing communication quality, outperforming traditional content-based methods in predicting real-world impact.