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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sihyun Kim

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Open access Jul 2026

Defining High‐Impact AI in Autonomous Shipping: Legal Frameworks, Supply Chain Resilience, and Maritime Safety Dimensions

This paper proposes five interrelated criteria for classifying autonomous shipping AI as high‐impact—functional centrality to navigation and safety, reliability under maritime stress, systemic harm potential upon malfunction, dependence on real‐time data integrity, and structural absence of human override.

Sihyun Kim, Tae Jung Park · 1 citation
Open access Jul 2026

The shared blind spot: why diverse AI governance approaches fail for the same reason

This work argues that anticipatory regulatory governance rests on three operational premises—categorical stability, epistemic accessibility, and manageable pace—and that AI’s emergence, opacity, and velocity violate all three in compound, and proposes three premise-level substitutions each replacing a violated precondi...

Sihyun Kim · 0 citations

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