The illusion of artificial inclusion
CoRR(2024)
摘要
Human participants play a central role in the development of modern
artificial intelligence (AI) technology, in psychological science, and in user
research. Recent advances in generative AI have attracted growing interest to
the possibility of replacing human participants in these domains with AI
surrogates. We survey several such "substitution proposals" to better
understand the arguments for and against substituting human participants with
modern generative AI. Our scoping review indicates that the recent wave of
these proposals is motivated by goals such as reducing the costs of research
and development work and increasing the diversity of collected data. However,
these proposals ignore and ultimately conflict with foundational values of work
with human participants: representation, inclusion, and understanding. This
paper critically examines the principles and goals underlying human
participation to help chart out paths for future work that truly centers and
empowers participants.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要