想象机器视觉:来自中国人工智能产业的四个视觉寄存器
Gabriele de Seta1, Anya Shchetvina2
1Department of Linguistic, Literary and Aesthetic Studies, University of Bergen, Bergen, Norway.
AI & society
|September 23, 2024
概括
中国公司通过社会技术想象表达机器视觉,专注于计算抽象和人机协调. 这创造了人工智能技术的狭窄,不透明的表现.
科学领域:
- 计算机科学 计算机科学
- 技术社会学技术的社会学.
背景情况:
- 机器视觉是一个关键的人工智能 (AI) 应用,主导着中国的AI市场.
- 面部识别和自动驾驶等技术是监控和社会治理的组成部分.
- 社会技术的想象力塑造了新兴技术的定义和发展.
研究的目的:
- 分析中国领先的公司如何代表机器视觉技术.
- 了解社会技术想象在塑造这些表征中的作用.
- 为了识别用于表达这些想象的视觉寄存器.
主要方法:
- 对中国主要机器视觉参与者的企业网站进行定性多式联络分析.
- 检查视觉和文本内容以确定反复出现的主题和表示.
- 应用社会技术想象的概念来解释发现.
主要成果:
- 确定中国机器视觉的一致的社会技术想象.
- 发现了四种不同的视觉注册表:计算抽象,人机协调,平滑的日常生活和仪表板现实主义.
- 这些寄存器有助于机器视觉的狭窄和不透明的描绘.
结论:
- 中国科技公司利用特定的社会技术想象来代表机器视觉.
- 识别的视觉注册表有助于阐明全球雄心壮志和竞争力.
- 这些表示可能会掩盖机器视觉技术的复杂性和影响.
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