Authors: Adrita Barua, Gary Brase, Ke Dong, Pascal Hitzler, Eugene Vasserman

Published on: February 01, 2024

Impact Score: 8.45

Arxiv code: Arxiv:2402.01777

Summary

• What is new: GPT-4 displays more honesty and humility, less machiavellianism and narcissism than the average human. Shows ambivalent sexism, tends toward masculinity, and is moderately anxious. Exhibits human-average numerical literacy and above-average cognitive reflection in verbal tasks.
• Why this is important: Assessing the psychological characteristics of AI models, especially in comparison to human traits, to understand their potential biases and capabilities.
• What the research proposes: Subjecting GPT-4 to a series of psychometric tests designed to evaluate various psychological traits and comparing these results to known human averages.
• Results: GPT-4 demonstrates certain psychological characteristics that are more positive than the average human, alongside a nuanced profile that includes both strengths and biases.

Technical Details

Technological frameworks used: Psychometric testing frameworks specifically adapted for evaluating AI.

Models used: GPT-4

Data used: Standardized psychometric tests and comparisons with established human average results.

Potential Impact

This could impact markets and companies involved in AI ethics, HR tech (for personality assessment tools), mental health applications leveraging AI, and any sector relying on AI for customer interaction, suggesting a reevaluation of how AI personalities are crafted and regulated.

Want to implement this idea in a business?

We have generated a startup concept here: MentorMate AI.