Self-complexity is a person's perceived knowledge of themselves based on the number of distinct cognitive structures or self-aspects they possess. Psychologist Patricia Linville developed a model suggesting that highly self-complex individuals, with more diverse and independent self-aspects, are less vulnerable to emotional swings and depression because negative life events affect only a portion of their self-concept. The concept is viewed developmentally as increasing with age and cognitively, with clinical perspectives emphasizing its protective factors against psychopathology in adulthood.
Grok 4.7 from xAI was added to Personality Bench, a personality assessment framework. The model scores highest on Honesty-Humility, very low on Openness, and displays a Conscientiousness-dominant behavioral style with secure attachment, low Dark Triad traits, and strong individualizing moral foundations. It presents as analytical, emotionally self-contained, and theoretically oriented with an unusual tendency to attribute outcomes to external powerful entities rather than its own actions.
The author explores why people resist reading AI-generated content despite using AI in conversations, arguing that readers seek evidence of human effort, authenticity, and personality behind published work. They identify craftsmanship, genuine imperfection, and individuality as key signals that a real person authored the content, contrasting this with the generic and effortless nature of AI-generated material.
A study of 4,266 members across five British political parties found that members of right-leaning parties (Conservatives and Reform UK) scored higher on dark triad personality traits—narcissism, Machiavellianism, and psychopathy—and were more likely to prefer leaders displaying these same traits compared to members of Labour, Liberal Democrats, and Greens.