Generative Artificial Intelligence (GenAI) models are achieving remarkable performance in various tasks, including code generation, testing, code review, and program repair. The ability to increase the level of abstraction away from writing code has the potential to change the Human-AI interaction within the integrated development environment (IDE). To explore the impact of GenAI on IDEs, 33 experts from the Software Engineering, Artificial Intelligence, and Human-Computer Interaction domains gathered to discuss challenges and opportunities at Shonan Meeting 222, a four-day intensive research meeting. Four themes emerged as areas of interest for researchers and practitioners.
翻译:生成式人工智能(GenAI)模型在代码生成、测试、代码审查和程序修复等多项任务中展现出卓越性能。其提升代码编写抽象层级的能力,有望改变集成开发环境(IDE)中的人机交互模式。为探究GenAI对IDE的影响,来自软件工程、人工智能与人机交互领域的33位专家在为期四天的第222届Shonan密集研究会议上齐聚,共同探讨相关挑战与机遇。会议最终凝练出四个值得研究者与实践者关注的核心主题领域。