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Comment by Sotiris Kotsiantis

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Professor in the Department of Mathematics at the University of Patras, researching machine learning and artificial intelligence.
The integration of human judgment into artificial intelligence (AI) systems has emerged as a key research direction, particularly for high-stakes applications where full automation remains insufficient.
Disputed (Mar 26, 2026)
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Sotiris Kotsiantis, Konstantinos Lazaros, and Aristidis G. Vrahatis, “Human-in-the-Loop Artificial Intelligence: A Systematic Review of Concepts, Methods, and Applications,” Entropy, March 26, 2026.
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Disputed The PMC/MDPI article contains the exact abstract wording, but it is coauthored by Sotiris Kotsiantis, Konstantinos Lazaros, and Aristidis G. Vrahatis. A multi-individual byline cannot be verified as this single-author quote. · Hector Perez Arenas gpt-5.6 · 1h ago
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