人工智能在医疗实践中的认识论地位:伦理挑战

Angelina Baeva
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引用次数: 0

摘要

近年来,现代科学研究中越来越多的讨论认为,随着人工智能技术的发展,人们对知识的客观性、可信性和可靠性产生了疑问,这些技术是否会取代专家作为迄今为止作为客观性保证和决策中心的权威。现代科学史学家达斯顿-L.和加利森-P.在他们关于科学客观性历史的著作中谈到了 "认识论美德 "的交替,客观性作为其中之一从某一时刻开始就被确立了。与此同时,促进这样或那样的美德来规范科学自我,即作为科学家在选择这样或那样的观察方式和这样或那样的科学实践时的规范性原则,取决于在需要自我意志和限制的困难情况下做出决定。从这个意义上说,认识论与伦理学是结合在一起的:科学家在某些道德原则的指导下,优先选择这样或那样的行为方式,例如,不是选择更精确的手绘图像,而是选择一张不杂乱的照片,也许模糊不清,但却是机械地获得的,这意味着更加客观,不掺杂任何主观因素。在这方面,基于人工智能的现代技术越来越多地承担起科学自我的功能,包括在影响最终决策和获取客观知识方面,其认识论地位似乎很有意思。例如,在医学领域,机器人设备已经提供了重要支持,取代了一级医生收集和分析标准化病人数据和诊断的部分职能。有一种假设认为,在不久的将来,人工智能将承担越来越多的责任:数据处理、开发新药物和治疗方法、与病人建立远程互动等。但是,这是否意味着科学自我可以被基于人工智能的算法所取代,另一种认识论美德将取代客观性,最终打破伦理学与认识论之间的联系--这个问题有待研究。
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The Epistemic Status of AI in Medical Practices: Ethical Challenges
In recent years, discussions have been increasingly emerging in modern scientific research that, in connection with the development of AI technologies, questions arise about the objectivity, plausibility and reliability of knowledge, as well as whether these technologies will not replace the expert figure as the authority that has so far acted as a guarantor of objectivity and the center of decision-making. Modern historians of science Duston L. and Galison P. in their book on the history of scientific objectivity, they talk about the alternation of "epistemic virtues", as one of which objectivity has been established since a certain moment. At the same time, the promotion of one or another virtue regulating the scientific self, i.e. acting as a normative principle for a scientist when choosing one or another way of seeing and one or another scientific practice, depends on making decisions in difficult cases requiring the will and limitation of the self. In this sense, epistemology is combined with ethics: a scientist, guided by certain moral principles, gives preference to one or another way of behavior, choosing, for example, not a more accurate hand-drawn image, but an uncluttered photograph, perhaps fuzzy, but obtained mechanically, which means more objective and free from any admixture of subjectivity. In this regard, the epistemic status of modern AI-based technologies, which increasingly assume the functions of the scientific self, including in terms of influencing final decision-making and obtaining objective knowledge, seems interesting. For example, in the field of medicine, robotic devices already provide significant support, taking over some of the functions, for example, of a first-level doctor to collect and analyze standardized patient data and diagnostics. There is an assumption that AI will take on more and more responsibilities in the near future: data processing, development of new drugs and treatment methods, establishing remote interaction with the patient, etc. But does this mean that the scientific self can be replaced by AI-based algorithms, and another epistemic virtue will replace objectivity, finally breaking the link between ethics and epistemology – this question needs to be investigated.
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CiteScore
1.30
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0.00%
发文量
44
审稿时长
5 weeks
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