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Updated: Sep 7, 2025

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of
Fedor Galkin1, Kirill Kochetov1, Michelle Keller1
1Deep Longevity Limited, Hong Kong.
Abstract:
In this article, we present a deep learning model of human psychology that can predict one's current age and future well-being. We used the model to demonstrate that one's baseline well-being is not the determining factor of future well-being, as posited by hedonic treadmill theory. Further, we have created a 2D map of human psychotypes and identified the regions that are most vulnerable to depression. This map may be used to provide personalized recommendations for maximizing one's future well-being.
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