Key Concerns in AI Ethics and Societal Impact

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Correction history

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1. 29 July 2026 · corrected by Emir Baycan

   Corrected inflated and misattributed statistics in the article's automation-and-employment section: Acemoglu and Restrepo's real 2020 robots-and-jobs study found a 0.2 percentage point employment decline and 0.42 percent wage decline per robot per thousand workers, not the '0.4 percent' and '0.8 percent' figures cited (roughly double the real numbers); and the article's claimed 2024 Acemoglu/Restrepo AI-specific follow-up study with '2.1 to 3.3 percent' lower employment growth does not exist. The real 2024/2025 AI-and-commuting-zones study is by Bonfiglioli, Crino, Gancia, and Papadakis, with an actual headline effect of 0.6 percentage points.

   Before

   Article cited specific employment and wage statistics for real, well-known economists' research that were roughly double the actual published figures, and attributed a nonexistent 2024 study to the wrong research team.

   After

   Corrected the 2020 Acemoglu/Restrepo statistics to match their real published figures; replaced the fabricated 2024 Acemoglu/Restrepo AI study with the real Bonfiglioli/Crino/Gancia/Papadakis study and its actual finding.

   Why: Real economists' well-known research was cited with statistics inflated roughly twofold, plus a fabricated follow-up study attributed to the wrong authors - the Mayson/Chouldechova and Frey/Osborne/Arntz-Gregory-Zierahn citations in the same article verified as accurate.

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Full contribution timeline

1. Correction 29 July 2026

   Emir Baycan: Corrected inflated and misattributed statistics in the article's automation-and-employment section: Acemoglu and Restrepo's real 2020 robots-and-jobs study found a 0.2 percentage point employment decline and 0.42 percent wage decline per robot per thousand workers, not the '0.4 percent' and '0.8 percent' figures cited (roughly double the real numbers); and the article's claimed 2024 Acemoglu/Restrepo AI-specific follow-up study with '2.1 to 3.3 percent' lower employment growth does not exist. The real 2024/2025 AI-and-commuting-zones study is by Bonfiglioli, Crino, Gancia, and Papadakis, with an actual headline effect of 0.6 percentage points.

   Proof record →