在智慧城市中使用人工智能聊天机器人学习时,通过认知灵活性支持市民空间的创意和创新

S. Chauncey, H. P. McKenna
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引用次数: 0

摘要

本研究的目的是通过使用大语言模型人工智能聊天机器人(如 ChatGPT),推进对认知灵活性概念的理解,以支持智慧城市公民空间中的创造力和创新。基于对研究和实践文献的回顾,本研究制定了一个认知灵活性概念框架,以支持人工智能环境中的创造力和创新,并适用于智慧城市。研究设计采用人工智能作为设计素材,结合涉及边界设定和视角把握的专题调查,与 ChatGPT-3.5/4 共同引导探索。这项研究将该框架应用于学习方法,解决智慧城市空间和区域的灵活性和包容性问题。随着聊天机器人技术的快速发展,ChatGPT-4 被用于探索一个推测性的真实世界城市实例。这项工作的重要意义在于:探索了人工智能聊天机器人在城市空间中的应用,涉及创意构思、迭代、参与和认知灵活性;确定了未来的探索方向,涉及智慧城市和学习型城市中的伦理和公民话语,以及人工智能聊天机器人和 GPT(生成式预训练转换器)可能成为理解和学习智慧城市的潮流这一概念。
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Creativity and Innovation in Civic Spaces Supported by Cognitive Flexibility When Learning with AI Chatbots in Smart Cities
The purpose of this study is to advance conceptual understandings of the cognitive flexibility construct, in support of creativity and innovation in smart city civic spaces, employing the use of large language model artificial intelligence chatbots such as ChatGPT. Based on a review of the research and practice literature, this study formulates a conceptual framework for cognitive flexibility in support of creativity and innovation in AI environments, adaptable to smart cities. A research design is used that employs AI as a design material, in combination with a topical inquiry involving boundary setting and perspective taking, to co-pilot an exploration with ChatGPT-3.5/4. This study operationalizes the framework for applications to learning approaches, addressing flexibility and inclusivity in smart city spaces and regions. With the rapid evolving of chatbot technologies, ChatGPT-4 is used in the exploration of a speculative real-world urban example. This work is significant in that AI chatbots are explored for application in urban spaces involving creative ideation, iteration, engagement, and cognitive flexibility; future directions for exploration are identified pertaining to ethical and civil discourse in smart cities and learning cities, as well as the notion that AI chatbots and GPTs (generative pre-trained transformers) may become a zeitgeist for understanding and learning in smart cities.
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