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20/ #References [4] Lenharo, M., 2026. Is AI ruining our skills? Early results are in — and they’re not good. Nature d41586-026-01947–1+. https://doi.org/10.1038/d41586-026-01947-1 (free access: https://www.removepaywall.com/search?url=https://www.nature.com/articles/d41586-026-01947-1 ) [5] Budzyń, K., Romańczyk, M., Kitala, D., Kołodziej, P., Bugajski, M., Adami, H.O., et al., 2025. Endoscopist deskilling risk after exposure to artificial intelligence in colonoscopy: a multicentre, observational study. The Lancet Gastroenterology & Hepatology. https://doi.org/10.1016/s2468-1253(25)00133-5 #DOI
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21/ #References [6] Shen, J.H., Tamkin, A., 2026. How AI impacts skill formation. arXiv. https://doi.org/10.48550/ARXIV.2601.20245 #DOI
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8/ #References [1] Bishop, D., 2019. Rein in the four horsemen of irreproducibility. Nature 568, 435+. https://doi.org/10.1038/d41586-019-01307-2 (free access version: https://ora.ox.ac.uk/objects/uuid:59a5ddb4-407c-4cd5-9964-b611b15d47c4/files/me1715fd9a834e2208349f6c754de87e3) [2] Simmons, J.P., Nelson, L.D., Simonsohn, U., 2011. False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science 22 (11), 1359–1366. https://doi.org/10.1177/0956797611417632 #DOI
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