arXiv:2410.03786cs.HCcs.AI2024-10SIGGRAPH被引 2

用AI生成人们对外貌的猜测,揭示算法偏见。

AI-rays: Exploring Bias in the Gaze of AI Through a Multimodal Interactive Installation

  • 通过交互装置让AI基于外貌推测身份
  • 生成虚拟物品放入参与者背包模拟偏见
  • 以幽默沉浸方式探讨AI监控与社会偏见

数据监视随着人工智能算法变得愈发隐蔽和普遍,可能导致社会分类中的偏见。外貌是直观的身份信号,但让AI观察并推测外貌意味着什么?我们提出了AI-rays,一个交互式装置,AI根据参与者的外貌生成推测性身份,并通过合成个人物品放置在参与者背包中呈现。该装置运用假设性的X光视觉,将现实与AI生成的假设进行对比,隐喻地凸显AI的审视与偏见。AI-rays通过轻松、沉浸式的体验,促进对现代监视及人机现实未来的讨论。

原文摘要 · Abstract (English)

Data surveillance has become more covert and pervasive with AI algorithms, which can result in biased social classifications. Appearance offers intuitive identity signals, but what does it mean to let AI observe and speculate on them? We introduce AI-rays, an interactive installation where AI generates speculative identities from participants' appearance which are expressed through synthesized personal items placed in participants' bags. It uses speculative X-ray visions to contrast reality with AI-generated assumptions, metaphorically highlighting AI's scrutiny and biases. AI-rays promotes discussions on modern surveillance and the future of human-machine reality through a playful, immersive experience exploring AI biases.

AI偏见交互装置社会影响

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