AI-based virtual assistants are increasingly used to support daily ideation tasks. The values or bias present in these agents can influence output in hidden ways. They may also affect how people perceive the ideas produced with these AI agents and lead to implications for the design of AI-based tools. We explored the effects of AI agents with different values on the ideation process and user perception of idea quality, ownership, agent competence, and values present in the output. Our study tasked 180 participants with brainstorming practical solutions to a set of problems with AI agents of different values. Results show no significant difference in self-evaluation of idea quality and perception of the agent based on value alignment; however, ideas generated reflected the AI's values and feeling of ownership is affected. This highlights an intricate interplay between AI values and human ideation, suggesting careful design considerations for future AI-supported brainstorming tools.
翻译:基于人工智能的虚拟助手日益被用于支持日常构思任务。这些智能体所蕴含的价值观或偏见可能以隐式方式影响输出结果,并可能改变人们对与其共同产出的创意的认知,这对人工智能工具的设计具有深远启示。本研究探索了不同价值观的人工智能智能体对构思过程的影响,以及用户对创意质量、所有权、智能体能力和输出中价值观的感知变化。我们要求180名参与者与不同价值观的人工智能智能体针对一系列问题进行头脑风暴,提出实用解决方案。结果表明,基于价值观对齐的用户对创意质量的自我评价及对智能体的感知未出现显著差异;然而,产出的创意反映了人工智能的价值观,且用户的所有权感知受到影响。这揭示了人工智能价值观与人类构思之间复杂的相互作用,为未来人工智能辅助头脑风暴工具的设计提出了需谨慎考虑的要素。