解决AI-A模型和研究议程的黑盒子 关于老龄化和人工智能的共同构成
Vera Gallistl1, Muneeb Ul Lateef Banday2, Clara Berridge3
1Division Gerontology and Health Research, Karl Landsteiner University of Health Sciences, Krems, Austria.
The Gerontologist
|May 3, 2024
概括
这项研究批评了老年学中对人工智能 (AI) 的干预主义方法,将AI视为黑盒子. 它提出了新的理论模型,以更好地理解人工智能与衰老之间的复杂关系.
科学领域:
- 老年学是一门学科.
- 人工智能 (AI) 是一种人工智能.
- 技术社会学技术的社会学.
背景情况:
- 老年学研究越来越多地利用人工智能 (AI) 和大数据基础设施.
- 现有的文献往往侧重于人工智能的开发,应用和评估,但缺乏批判性的理论参与.
研究的目的:
- 在老年学中批判性地分析人工智能的理论化.
- 挑战 AI 在衰老研究中普遍存在的"黑子"逻辑.
- 提出一种新的理论框架,以了解衰老和人工智能的共同构成.
主要方法:
- 对现有的关于人工智能的老年学文献进行批判性分析.
- 应用古典老年学概念来解构AI的作用.
- 对人工智能和老龄化共同构成的理论模型的开发.
主要成果:
- 老年学与人工智能的接触以干预主义逻辑为特征,将人工智能视为一个无法解释的"黑盒子".
- 这种方法忽略了诸如衰老的数据化,人工智能的政治经济以及老年人日常使用人工智能的关键方面.
- 经典的老年学概念可以阐明这些被忽视的领域.
结论:
- 超越"黑盒子"的方法对于在老年学中对人工智能的细微理解至关重要.
- 一个共同构成的模型提供了一个关于老化和AI之间的相互作用的关系视角.
- 这项研究为研究人工智能和衰老开辟了新的理论途径.
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