首页|生成式人工智能与设计流程的关系研究——以Stable Diffusion为例

生成式人工智能与设计流程的关系研究——以Stable Diffusion为例

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如今以计算机技术为基石的人工智能正在高速发展,以人工智能为主体的第二次智能自动化革命或将到来.生成式人工智能是对人类思维的模拟,大语言模型与人工智能绘画等技术的迅速发展,使扩散神经网络、对抗神经网络等技术出现在大众视野中.通过对以Sta-bleDiffusion为例的人工智能软件与设计流程的研究,分析生成式人工智能的发展历程与逻辑,探讨这一技术对设计研究的影响.人工智能作为一种工具,其背后决策依然是人的行为.其发展更加清晰的证明了设计过程中人的决策的不可替代性.同时生成式人工智能也体现出技术发展使设计过程回归设计本身这一现象.
Research on the Relationship Between Generative Artificial Intelligence and Design Process:a Case Study of Stable Diffusion
Artificial intelligence(AI),built upon computer technology,is currently undergoing rapid development,and a second wave of AI-driven automation may be on the ho-rizon.Generative artificial intelligence aims to simulate hu-man thinking,and the rapid advancement of technologies such as large language models and AI painting has brought diffusion neural networks and generative adversarial net-works into the public eye.This research examines the rela-tionship between AI software,using Stable Diffusion as an example,and the design process,analyzing the develop-mental trajectory and logic of generative AI to explore its impact on design research.Despite Al being a tool,human decision-making remains crucial.The development of Al further emphasizes the irreplaceability of human decision-making in the design process.Simultaneously,generative AI showcases the phenomenon of technological develop-ment bringing the design process back to its core.

artificial intelligencediffusion neural networksdesign processdecision-making

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湖北美术学院

人工智能 扩散神经网络 设计流程 决策

2024

住区
清华大学,清华大学建筑设计研究院和中国建筑工业出版社联合主办

住区

影响因子:0.091
ISSN:1674-9073
年,卷(期):2024.(3)
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