凯捷:2024如何衡量生成式人工智能(GenAI)对软件编码和单元测试的影响研究报告(英文版)(15页).pdf

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凯捷:2024如何衡量生成式人工智能(GenAI)对软件编码和单元测试的影响研究报告(英文版)(15页).pdf

1、How to measure the impact of Gen AI on software coding and unit testing?Measurement protocol:What are the expected impacts of Gen AI on software coding,and unit testing?CONTENTSResult:Key insights from real size experimentations with measurement10Conclusion11About the authors 12How will Gen AI impac

2、t software programming?02Why is measurement important?03Challenges in measuring Gen AI impact04Establishing a measurement protocol05Introduction01Measurement protocol:What are the expected impacts of Gen AI on software coding,and unit testing?1Measurement protocol:What are the expected impacts of Ge

3、n AI on software coding,and unit testing?As Generative AI(Gen AI)continues to touch almost every aspect of our daily lives,its impact on software design,coding,and unit testing is both inevitable and exciting.But what are those expected impacts?How can you measure them?How can you define a proven me

4、asurement protocol?And what do real size experimentations reveal?Gen AI can assist software engineers when they use design and coding to transform user stories into software.It can be harnessed to create design outputs such as user interface mock ups,entity models,and interfaces.This can lead to a s

5、ignificant productivity improvement,without compromising quality.But the full benefits can only be felt if a measurement process is implemented by experts.4Measurement protocol:What are the expected impacts of Gen AI on software coding,and unit testing?Measurement protocol:What are the expected impa

6、cts of Gen AI on software coding,and unit testing?1 Capgemini Research Institute“Turbocharging software”,June 2024 2 Capgemini Research Institute“Turbocharging software”,June 20243 https:/ Capgemini Research Institute“Turbocharging software”,June 20242How will Gen AI impact software programming?Firs

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