This repository hosts the code for the participant-facing interface used in the study described in our paper “AI Makes You Smarter but None the Wiser: The Disconnect Between Performance and Metacognition.” It guided users through each reasoning task, recorded their interactions and confidence judgments.
Random number simulation of the Dunning and Kruger experiments
Interview yourself on your own code.
Official public issue tracker, feature requests, and open-source psychology datasets for Cognitive Bias Labs.
AI agent metacognition skills distilled from David Dunning's Self-Insight (2005): calibration, Dunning–Kruger awareness, the outside view, and feedback discipline for Claude Code, Codex, and compatible AI agents.
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