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Is ChatGPT-Generated Code Really Green?: Evaluating AI-Generated Solutions for Energy-Efficient Coding Practices

delete2025-12-19
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PRE
AI
A
Aman Swaraj
S
Sandeep Kumar
DOI：10.1109/MS.2025.3644903delete
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摘要

摘要

En 中文
在软件工程领域，能源效率随着生成式AI融入编码工作流而变得重要。以往的定量研究缺乏背景信息。我们通过定性分析200个深度学习领域的Stack Overflow问题，比较ChatGPT 4o-mini和人类回答，揭示了其在实践者与设计者方面的优势、不足及启示。
Keyword:
Artificial intelligence
Energy efficiency
Codes
Encoding
Chatbots
Reliability
Optimization
Measurement
Deep learning
Computational modeling

期刊

IEEE Software 封面图
IEEE Software
IF:
3
论文数:
3.2K
被引数:
3.6K

机构

I
indian institute of technology roorkee
学者数:
973
论文数: 497
被引数: 1
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