MYKHAYLO VIDYAKIN, TETIANA MELNYK, OKSANA NAZARCHUK, NATALIIA POCHERNINA, OLEKSANDR AKIMOV ยท AI Fault Linehttps://aifaultline.com/authors/mykhaylo-vidyakin-tetiana-melnyk-oksana-nazarchuk-nataliia-pochernina-oleksandr-akimov/New papers by MYKHAYLO VIDYAKIN, TETIANA MELNYK, OKSANA NAZARCHUK, NATALIIA POCHERNINA, OLEKSANDR AKIMOV in the AI Fault Line guide, and news naming them. Paper: ARTIFICIAL INTELLIGENCE AND THE PRODUCTIVITY PARADOX: MODELING STRUCTURAL TRANSFORMATION AND LABOR MARKET POLARIZATION ACROSS ECONOMIC GROUPShttps://aifaultline.com/research/p/doi-10-5281-zenodo-20497307/https://aifaultline.com/research/p/doi-10-5281-zenodo-20497307/Sun, 31 May 2026 00:00:00 +0000Using panel data for 2018-2024 across country groups, the study estimates that a 1% rise in automation is associated with a 0.44% rise in labor productivity and a 1% rise in education spending with a 0.31% rise. It links AI adoption to structural change and labor-market polarization across developed and transition economies.