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人工智能、科学文本的生成及其对睡眠科学的影响:探索新兴范式与观点

Artificial Intelligence, the Production of Scientific Texts, and the Implications for Sleep Science: Exploring Emerging Paradigms and Perspectives.

作者信息

Cavalcante-Silva Vanessa, D'Almeida Vânia, Tufik Sergio, Andersen Monica L

机构信息

Departamento de Psicobiologia, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, SP, Brazil.

Instituto do Sono, Associação Fundo Incentivo à Pesquisa (AFIP), São Paulo, SP, Brazil.

出版信息

Sleep Sci. 2024 Jul 23;17(3):e322-e324. doi: 10.1055/s-0044-1788285. eCollection 2024 Sep.

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.

摘要

人工智能(AI)的出现彻底改变了包括自然语言处理在内的许多领域,并标志着我们评估知识方式的潜在范式转变。这一领域的一项重大创新是ChatGPT,它是基于OpenAI创建的GPT-3.5架构的大型语言模型,其主要目标之一是协助进行一般文本写作,包括科学文本写作。在此,我们强调了与使用生成式AI相关的挑战和机遇,并讨论了其使用的好处,例如通过简化写作过程节省时间以及减少在日常任务上花费的时间,以及潜在的缺点,包括对所生成信息的准确性和可靠性及其道德使用的担忧。在教育和科学文本写作方面,必须为AI的使用制定明确的规则、目标和机构原则。我们还考虑了使用AI技术对人际互动和行为的正面和负面影响,并且作为睡眠科学家,考虑了其对睡眠的潜在影响。在将AI融入社会的好处和潜在缺点之间取得平衡,需要专家进行持续研究、广泛传播科学成果以及就该主题持续进行公众讨论。

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