机器手从缺陷到机器：机器学习模型中令人惊讶的偏差来源

IF 0.3 4区艺术学 0 ARCHITECTURE

ARCHITECTURAL DESIGN Pub Date : 2024-05-01 DOI:10.1002/ad.3061

Kyle Steinfeld

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引用次数: 0

摘要

加州大学伯克利分校建筑学副教授凯尔-斯坦菲尔德（Kyle Steinfeld）在对 "病毒式传播 "概念的历史和不同媒体进行思考后，进一步从文化实践的角度对计算设计进行了研究。即使是看似最现代、最具创新性的技术理念和小玩意儿，也可以追溯到一系列遗留的概念，而这些概念在新的进步中依然默默存在。文章讨论了这种 "铰链 "时刻，并在人工智能中寻找它们。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Machine Hands on Flaws to Machine: The Surprising Sources of Biases in Machine Learning Models

After musing on the history and varying media of the concept of ‘gone viral’, Associate Professor of Architecture at the University of California, Berkeley, Kyle Steinfeld further investigates computational design through the lens of cultural practices. Even the seemingly most contemporary and innovative technological ideas and gizmos can be traced back to a series of legacy notions that remain silently present in new advances. The article discusses such ‘hinge’ moments and searches for them in AI.

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来源期刊

ARCHITECTURAL DESIGN ARCHITECTURE-

CiteScore

0.80

自引率

0.00%

发文量

127

期刊介绍： Provocative and inspirational, AD inspires theoretical, creative and technological advances. It questions the outcome of technical innovations as well as the far-reaching social, cultural and environmental challenges that present themselves today. -Having taken a pivotal role in the digital revolution in architecture in the 90s, AD provides must-have, cutting-edge content for students of architecture, academics and architects globally -Provides one of the most penetrating, insightful and in-depth views of key architectural topics today. Dares to ask why things are as they are, as well as tracing the latest trends. -One of the only truly international perspectives on architecture. It draws together worldwide architectural currents, regularly featuring work and practices from the UK, Europe, Americas, Asia and Australia. -Fully illustrated throughout in colour, AD provides an essential visual reference for architects and students. Each issue is individually art directed and designed to visually inspire.