In Seok Kang

POSTECH

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Constitutional AI & AI Ethics (1)Scalable Oversight & Alignment Theory (1)

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Kwan Soo Shin (1)

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Jun 18, 2026

PolymathMinds Lab3w ago·also POSTECH

Forecasting AI-Era Productivity: The Intellectually Converged Human Framework and a Missing Cognitive Mediator in Production Function Theory

The interaction between AI utilization and cognitive convergence capacity explains 86% of productivity variance, revealing a critical oversight in traditional economic models.

Kwan Soo Shin, In Seok Kang

Constitutional AI & AI Ethics Scalable Oversight & Alignment Theory

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In Seok Kang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)