Inteligência Artificial no esporte
uma tecnologia revolucionária que deve ser manuseada com cuidado
DOI:
https://doi.org/10.22456/1982-8918.143278Palavras-chave:
Esporte, Ética, Inteligência artificial, Tecnologia esportivaResumo
A Inteligência Artificial (IA) se desenvolveu muito rapidamente no esporte. Hoje, ela se infiltrou em todas as áreas esportivas, e seus usos e aplicações continuam a crescer. Isso é compreensível, considerando o potencial das aplicações de IA na indústria esportiva, desde a melhoria do jogo, ao engajamento dos fãs, até a geração de enormes receitas por meio da identificação e recrutamento de talentos. No entanto, a IA também tem um lado menos atraente, que pode minar os valores do esporte e até desafiar sua natureza humana. Neste artigo, apresentarei brevemente ambos os lados da discussão em torno da IA no esporte, começando por seus potenciais benefícios e depois pelos desafios éticos que essa tecnologia coloca para a governança esportiva. Entre os prós e contras da IA no esporte, também ofereço uma breve reflexão sobre a questão do esporte como uma atividade essencialmente humana que a IA agora está desafiando seriamente.
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Referências
AGENCY. US Open 2021: ‘Hawk-Eye Live’ replaces line judge as technology takes over US Open; officials reduced from 400 to 130. Insidesport, 2021. Disponible en: https://www.insidesport.in/us-open-2021-hawk-eye-live-replaces-line-judge-as-technology-takes-over-us-open-officials-reduced-from-400-to-130/. Acceso en: 1 set. 2024.
BORDNER, S. Seth. Call ‘Em as they are: what’s wrong with blown calls and what to do about them. Journal of the Philosophy of Sport, v. 42, n. 1, p. 101–120, 2015. DOI: https://doi.org/10.1080/00948705.2014.911096
BRADY, Chris; TUYLS, Karl; OMIDSHAFIEI, Shayegan. AI for Sports. Boca Raton, FL: CRC Press, 2021. DOI: https://doi.org/10.1201/9781003196532
CARRIO SAMPEDRO, Alberto. When Better is Worse: On the therapy/enhancement distinction in sports. Sport, Ethics & Philosophy, v. 9, n. 4, p. 413-426, 2016. DOI: https://doi.org/10.1080/17511321.2015.1130741
CARRIO SAMPEDRO, Alberto. The case of AI in Sport: Some ethical concerns at play. Diagoras: Academic Journal of Olympic Studies, v. 5, p. 18-29, 2021.
CARRIO SAMPEDRO, A.; PÉREZ TRIVIÑO, José Luis. On the compatibility of brain enhancement and the internal values of sport. Sport, Ethics and Philosophy, v. 11, n. 3, p. 307-322, 2017. DOI: https://doi.org/10.1080/17511321.2017.1320687
COECKELBERG, Mark. AI Ethics. Massachusetts: MIT Press, 2020.
COPELAND, B. Jack. The Turing Test*. Minds and Machines, v. 10, p. 519–539, 2000. DOI: https://doi.org/10.1023/A:1011285919106
DELOITTE AI INSTITUTE. AI at the Olympics: on the front lines and from the side lines. [S.l.]: Deloitte, 2021. Disponible en: https://www2.deloitte.com/content/dam/Deloitte/us/Documents/deloitte-analytics/us-ai-institute-ai-and-the-olympics.pdf. Acceso en: 1 set. 2024.
DEVINE, John William. Elements of excellence. Journal of the Philosophy of Sport, v. 49, n. 2, p. 195-211, 2022. DOI: https://doi.org/10.1080/00948705.2022.2059489
DICK, Uwe.; TAVAKOL, Maryam; BREFELD, Ulf. Rating player actions in soccer. Frontiers in Sports and Active Living, v. 3, n. 1, p. 88-100, 2021. DOI: https://doi.org/10.3389/fspor.2021.682986
ERLER, Alexandre. Neuro-doping and the value of effort in endurance sports. Neuroethics, v. 14, supl. 2, p. 191-203, 2021. DOI: https://doi.org/10.1007/s12152-020-09450-8
EUROPEAN COMMISSION. Artificial Intelligence for Europe. Communication from the Commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee and the Committee of the Regions, 2018. Disponible en: https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:52018DC0237&from=EN. Acceso en: 1 set. 2024.
EUROPEAN COMMISSION. A definition of AI: main capabilities and disciplines, 2019. Disponible en: https://www.aepd.es/sites/default/files/2019-12/ai-definition.pdf. Acceso en: 1 set. 2024.
EUROPEAN COMMISSION. Laying Down Harmonised Rules on Artificial Intelligence and (Artificial Intelligence Act) and Amending Certain Union Legislative Acts, 2022. DOI: https://doi.org/10.4324/9781003319436
FIFA. Semi-automated offside technology to be used at FIFA World Cup 2022. FIFA, 2022. Disponible en: https://inside.fifa.com/technical/football-technology/football-technologies-and-innovations-at-the-fifa-world-cup-2022/semi-automated-offside-technology. Acceso en: 1 set. 2024.
FIFA. Semi-automated offside technology. FIFA, 2023. Disponible en: https://www.fifa.com/technical/football-technology/football-technologies-and-innovations-at-the-fifa-world-cup-2022/semi-automated-offside-technology. Acceso en: 1 set. 2024.
FISCUTEAN, Andrada. Data scientists are predicting sports injuries with an algorithm. Nature, v. 592, n. 7852, p. S10-S11, 2021. DOI: https://doi.org/10.1038/d41586-021-00818-1
FLECK, David E. et al. Predicting post-concussion symptom recovery in adolescents using a novel artificial intelligence. Journal of Neurotrauma, v. 38, n. 7, p. 830-836, 2021. DOI: https://doi.org/10.1089/neu.2020.7018
HOW AI USED at the Tokyo 2020 Olympics is transforming sports. Hyperight, 2021. Disponible en: https://hyperight.com/how-ai-used-at-the-tokyo-2020-olympics-is-transforming-sports/. Acceso en: 1 set. 2024.
KHOLKINE, Leonid et al. A learn-to-rank approach for predicting road cycling race 50 outcomes. Frontiers in Sports and Active Living, v. 3, out. 2021. DOI: https://doi.org/10.3389/fspor.2021.714107
KRETCHMAR, Robert. Practical philosophy of sport and physical activity. Champaign: Human Kinetics, 2005.
MAZUROVA, Elena et al. Paradoxical tensions related to ai-powered evaluation systems in competitive sports. Information Systems Frontiers, v. 24, p. 897–922, 2022. DOI: https://doi.org/10.1007/s10796-021-10215-8
MARĚ, Lukás; NOVOTNÝ, Daniel D. What is sport? a response to Jim Parry. Sport, Ethics and Philosophy, v. 17, n. 1, p. 34-48, 2022.
MARR, Bernard. Futuristic Technology at the Olympics: AI, IoT, and Robots. Forbes, 2022. Disponible en: https://www.forbes.com/sites/bernardmarr/2022/02/16/futuristic-technology-at-the-olympics-ai-iot-and-robots/?sh=6b9c53282d13. Acceso en: 1 set. 2024.
MARTENS, Florian; DICK, Uwe; BREFELD, Ulf. Space and control in soccer. Frontiers in Sports and Active Living, v. 3, jul. 2021. DOI: https://doi.org/10.3389/fspor.2021.676179
MINAMOTO, Yusuke et al. Automated detection of anterior cruciate ligament tears using a deep convolutional neural network. BMC Musculoskeletal Disorders, v. 23, n. 1, p. 577, 2022. DOI: https://doi.org/10.1186/s12891-022-05524-1
MOOR, James H. An analysis of the Turing Test. Philosophical Studies, v. 30, p. 249–257, 1976. DOI: https://doi.org/10.1007/BF00372497
NIILER, Eric. How AI could help predict – and avoid – sports injuries, boost performance; computer vision, the technology behind facial recognition will change the game in real-time analysis of athletes and sharpen training prescriptions, analytics experts say. Wall Street Journal, 2022. Disponible en: https://www.proquest.com/newspapers/how-ai-could-help-predict-avoid-sports-injuries/docview/2673000759/se-2. Acceso en: 1 set. 2024.
NOVATCHKOV, Hristo; BACA, Arnold. Artificial intelligence in sports on the example of weight training. Journal of Sport Science and Medicine, v. 12, n. 1, p. 27-37, 2013. Disponible en: https://www.jssm.org/jssm-12-27.xml%3Eabst#. Acceso en: 1 set. 2024.
OLTHOF, Sigrid B. H. et al. Biomechanical loads and their effects on player performance in NCAA D-I male basketball games. Frontiers in Sports and Active Living, v. 3, 2021. DOI: https://doi.org/10.3389/fspor.2021.670018
PARRY, Jim. E-sports are not sports. Sport, Ethics and Philosophy, v. 13, n. 1, p. 3–18, 2019. DOI: https://doi.org/10.1080/17511321.2018.1489419
PFIRRMANN, Daniel et al. Analysis of injury incidences in male professional adult and elite youth soccer players: a systematic review. Journal of Athletic Training, v. 51, n. 5, p. 410–424, 2016. DOI: https://doi.org/10.4085/1062-6050-51.6.03
ROSSI, Alessio et al. Effective injury forecasting in soccer with GPS training data and machine learning. PLOS ONE, v. 13, n. 7, e0201264, 2018. DOI: https://doi.org/10.1371/journal.pone.0201264
RUSSELL, John S. The concept of a call in baseball. Journal of the Philosophy of Sport, v. 24, n. 1, p. 21–37, 1997. DOI: https://doi.org/10.1080/00948705.1997.9714537
SAMOILI, Sofia et al. AI watch: defining artificial intelligence. European Commission, 2020. DOI: https://doi.org/10.2760/382730
SUITS, Bernard. The Grasshopper: games, life and utopia. Peterborough: Broadview Press, 2005.
SRIKANTAIAH, K. C. et al. Prediction of IPL match outcome using machine learning techniques. Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2C), 2021.
TURING, Alan M. Computing machinery and intelligence. Mind, v. 59, p. 433–460, 1950. DOI: https://doi.org/10.1093/mind/LIX.236.433
WOODIE, Alex. AI takes the stage at the summer olympics. Datanami, 2021. Disponible en: https://www.datanami.com/2021/07/28/ai-takes-the-stage-at-the-summer-olympics/. Acceso en: 1 set. 2024.
YANG, Gui; XU, Xiao. Sequence video and artificial intelligence assisted basketball injury risk early warning method. Mobile Information Systems, 2022. DOI: https://doi.org/10.1155/2022/4778245
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