AI-rays: Exploring Bias in the Gaze of AI Through a Multimodal Interactive Installation
Fuente:
arXiv
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| Autores principales: | , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866913533433741312 |
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| author | Gao, Ziyao Zhang, Yiwen Li, Ling Papatheodorou, Theodoros Zeng, Wei |
| author_facet | Gao, Ziyao Zhang, Yiwen Li, Ling Papatheodorou, Theodoros Zeng, Wei |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_03786 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | AI-rays: Exploring Bias in the Gaze of AI Through a Multimodal Interactive Installation Gao, Ziyao Zhang, Yiwen Li, Ling Papatheodorou, Theodoros Zeng, Wei Human-Computer Interaction Artificial Intelligence Computers and Society 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. |
| title | AI-rays: Exploring Bias in the Gaze of AI Through a Multimodal Interactive Installation |
| topic | Human-Computer Interaction Artificial Intelligence Computers and Society |
| url | https://arxiv.org/abs/2410.03786 |