How Well Do the Most Popular Large Language Models (LLMs) Recognize Myers-Briggs Type Indicator (MBTI) Personality Traits?
Artificial Intelligence, Data Analytics, and Intelligent Systems: 45AI 2025
This study evaluates the effectiveness of three popular large language models (LLMs)—GPT-3.5-Turbo, GPT-4o-Mini, and Gemini-2.0-Flash—in identifying Myers-Briggs Type Indicator (MBTI) personality traits from textual data. Using a dataset of over 8,000 personality-labeled posts, each model's capability to accurately classify individual MBTI letters (Introversion-Extraversion, Sensing-Intuition, Thinking-Feeling,…