General Intellectual Humility Is Malleable Through AI-Mediated Reflective Dialogue

2026-03-24

AI Summary

Conventional wisdom holds that general intellectual humility (GIH) is a stable and largely unmodifiable personality trait, thereby constraining its beneficial role in reasoning, learning, and social interaction. This study challenges that assumption by demonstrating, through a randomized controlled trial, that GIH can be effectively enhanced via large language model (LLM)-driven structured Socratic dialogue. The intervention employed a phased cognitive scaffolding approach, guiding participants through personalized, interactive reflection to understand, apply, and generate self-relevant scenarios embodying intellectual humility. Results showed a significant increase in GIH levels, with a threefold improvement in individual responsiveness. The gains persisted without decay over a two-week follow-up and generalized across diverse political orientations and personality types, thereby overturning the long-standing belief in the immutability of GIH.

Technology Category

• Humans and AI: Emotional Intelligence
• Intelligent Robots: Human-Robot Interaction
• Cognitive Modeling & Cognitive Systems: Simulating Human Behavior

Application Category

• Semantics and Knowledge: Data modeling to support human-machine intelligence, including LLMs agents, intelligent system behavior, explanations, and user-friendly interactions
• User Modeling, Personalization and Recommendation: Large Language Models (LLM) for user modeling and recommendation
• Economics, Online Markets and Human Computation: Uses of LLMs and GenAI for marketplace design, bidding, and strategic interactions

Abstract

General intellectual humility (GIH) -- the recognition that one's beliefs may be fallible and revisable -- is associated with improved reasoning, learning, and social discourse, yet is widely regarded as a stable trait resistant to intervention. We test whether GIH can be elevated through a conversational intervention that combines staged cognitive scaffolding with personalized Socratic reflection. In a randomized controlled experiment (N=400), participants engaged in a structured, LLM-mediated dialogue that progressed from conceptual understanding of intellectual humility to applying, analyzing, evaluating, and generating novel, self-relevant scenarios that instantiate it. Relative to a time-matched control, the intervention produced a systematic increase in GIH, reduced rank-order stability, and tripled the rate of reliable individual improvement. Crucially, these effects persisted over a two-week follow-up without detectable decay. The effects generalized across political affiliation and did not depend on baseline personality profile. These findings challenge the prevailing pessimism regarding the malleability of GIH and suggest that scaffolded, Socratic reflection delivered through structured dialogue can produce durable changes in general intellectual humility.

Problem

• General Intellectual Humility
• malleability
• intervention
• trait stability
• Socratic reflection

Innovation

• intellectual humility
• AI-mediated dialogue
• cognitive scaffolding
• Socratic reflection
• malleability