Kai Xue
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kaixue98.bsky.social
Kai Xue
@kaixue98.bsky.social
Perception, metacognition, decision making, and confidence modeling.
Reposted by Kai Xue
Huge thanks to Medha Shekhar, @kaixue98.bsky.social, @manurausch.bsky.social, & @dobyrahnev.bsky.social for their guidance and collaboration on this project.

Full article: www.sciencedirect.com/science/arti...

Data and code: github.com/herrickfung/...

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October 12, 2025 at 4:13 PM
Reposted by Kai Xue
My article "A comprehensive assessment of current methods for measuring metacognition" is finally out in Nature Communications 🎉 If you work on metacognition and think you know the psychometric properties of your favorite measure, you may be surprised.

www.nature.com/articles/s41...
A comprehensive assessment of current methods for measuring metacognition - Nature Communications
Measuring metacognitive ability is one of the enduring challenges in cognitive science. The current paper develops formal tests of the quality of different measures and assesses how current metrics pe...
www.nature.com
January 16, 2025 at 8:17 PM
Reposted by Kai Xue
Great to see our research, led by @johannakuci.bsky.social, covered in The Transmitter. One of the more surprising findings to have come out of the lab.
April 30, 2025 at 4:44 PM
Reposted by Kai Xue
"We found that, when informed about task difficulty, humans barely shift their confidence criteria." Awesome new work by Xue, Shekhar and @dobyrahnev.bsky.social questioning the Bayesian confidence hypothesis in perception: www.pnas.org/doi/abs/10.1...
PNAS
Proceedings of the National Academy of Sciences (PNAS), a peer reviewed journal of the National Academy of Sciences (NAS) - an authoritative source of high-impact, original research that broadly spans...
www.pnas.org
November 25, 2024 at 9:52 PM