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DOI: 10.1055/s-0044-1788285
Artificial Intelligence, the Production of Scientific Texts, and the Implications for Sleep Science: Exploring Emerging Paradigms and Perspectives
Funding Our studies are supported by Associação Fundo de Incentivo à Pesquisa (AFIP), São Paulo, SP, Brazil. MLA and VDA receive grants from Fundação de Amparo à Pesquisa do Estado de São Paulo (Processes: 2020/13467-8 and 23/08657-0, respectively) and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq).
Abstract
The emergence of artificial intelligence (AI) has revolutionized many fields, including natural language processing, and marks a potential paradigm shift in the way we evaluate knowledge. One significant innovation in this area is ChatGPT, a large language model based on the GPT-3.5 architecture created by OpenAI, with one of its main aims being to aid in general text writing, including scientific texts. Here, we highlight the challenges and opportunities related to using generative AI and discuss both the benefits of its use, such as saving time by streamlining the writing process and reducing the amount of time spent on mundane tasks, and the potential drawbacks, including concerns regarding the accuracy and reliability of the information generated and its ethical use. In respect of both education and the writing of scientific texts, clear rules and objectives and institutional principles must be established for the use of AI. We also consider the positive and negative effects of the use of AI technologies on interpersonal interactions and behavior, and, as sleep scientists, its potential impacts on sleep. Striking a balance between the benefits and potential drawbacks of integrating AI into society demands ongoing research by experts, the wide dissemination of the scientific results, as well as continued public discourse on the subject.
Publication History
Received: 21 July 2023
Accepted: 21 September 2023
Article published online:
23 July 2024
© 2024. Brazilian Sleep Association. This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)
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References
- 1 Gao C, Howard F, Markov N. et al. Comparing scientific abstracts generated by ChatGPT to original abstracts using an artificial intelligence output detector, plagiarism detector, and blinded human reviewers. Biorxiv 2022 https://doi.org/10.1101/2022.12.23.5216102022.2012.2023.521610
- 2 Zinnatullina Z, Davletbaeva D, Mukhametshina R. Literature and Cinema: Ways of Interaction in the 21ST Century. Journal of Social Studies Education Research 2019; 10: 357-369
- 3 Wolf M. . Reader, Come Home: The Reading Brain in a Digital World. HarperCollins, New York; ISBN: 9780062388773. 2018. :288 pages.
- 4 Firth J, Torous J, Stubbs B. et al. The “online brain”: how the Internet may be changing our cognition. World Psychiatry 2019; 18 (02) 119-129
- 5 Honn KA, Halverson T, Jackson ML. et al. New insights into the cognitive effects of sleep deprivation by decomposition of a cognitive throughput task. Sleep 2020; 43 (07) zsz319
- 6 Rasch B, Born J. About sleep's role in memory. Physiol Rev 2013; 93 (02) 681-766
- 7 Chattu VK, Manzar MD, Kumary S, Burman D, Spence DW, Pandi-Perumal SR. The Global Problem of Insufficient Sleep and Its Serious Public Health Implications. Healthcare (Basel) 2018; 7 (01) 1
- 8 Johansson AE, Petrisko MA, Chasens ER. Adolescent Sleep and the Impact of Technology Use Before Sleep on Daytime Function. J Pediatr Nurs 2016; 31 (05) 498-504
- 9 Alhola P, Polo-Kantola P. Sleep deprivation: Impact on cognitive performance. Neuropsychiatr Dis Treat 2007; 3 (05) 553-567
- 10 Jniene A, Errguig L, El Hangouche AJ. et al. Perception of Sleep Disturbances due to Bedtime Use of Blue Light-Emitting Devices and Its Impact on Habits and Sleep Quality among Young Medical Students. BioMed Res Int 2019; 2019: 7012350
- 11 Pham HT, Chuang HL, Kuo CP, Yeh TP, Liao WC. Electronic Device Use before Bedtime and Sleep Quality among University Students. Healthcare (Basel) 2021; 9 (09) 1091
- 12 West KE, Jablonski MR, Warfield B. et al. Blue light from light-emitting diodes elicits a dose-dependent suppression of melatonin in humans. J Appl Physiol (1985) 2011; 110 (03) 619-626
- 13 Ostrin LA, Abbott KS, Queener HM. Attenuation of short wavelengths alters sleep and the ipRGC pupil response. Ophthalmic Physiol Opt 2017; 37 (04) 440-450
- 14 Scott H, Lack L, Lovato N. A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. Sleep Med Rev 2020; 49: 101227
- 15 Tufik S, Santos-Silva R, Taddei JA, Bittencourt LR. Obstructive sleep apnea syndrome in the Sao Paulo Epidemiologic Sleep Study. Sleep Med 2010; 11 (05) 441-446
- 16 Hayano J, Yamamoto H, Nonaka I. et al. Quantitative detection of sleep apnea with wearable watch device. PLoS One 2020; 15 (11) e0237279
- 17 Paul D, Sanap G, Shenoy S, Kalyane D, Kalia K, Tekade RK. Artificial intelligence in drug discovery and development. Drug Discov Today 2021; 26 (01) 80-93
- 18 Dahmen J, Kayaalp ME, Ollivier M. et al. Artificial intelligence bot ChatGPT in medical research: the potential game changer as a double-edged sword. Knee Surg Sports Traumatol Arthrosc 2023; 31 (04) 1187-1189