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This chapter first provides insights into the different phases of a software lifecycle, describing how DevOps as a methodology might make software development and delivery more efficient. Also, the SafeScrum approach is briefly described. The chapter next focuses on AI lifecycles and provides insight into two approaches to developing safety-critical AI: EASA’s W-shaped process model for machine learning (ML) applications and the Safety Assurance of Autonomous Systems in Complex Environments (SACE) process.

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Software and AI Lifecycles

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Thor Myklebust,
  • Tor Stålhane,
  • Dorthea Mathilde Kristin Vatn

摘要

This chapter first provides insights into the different phases of a software lifecycle, describing how DevOps as a methodology might make software development and delivery more efficient. Also, the SafeScrum approach is briefly described. The chapter next focuses on AI lifecycles and provides insight into two approaches to developing safety-critical AI: EASA’s W-shaped process model for machine learning (ML) applications and the Safety Assurance of Autonomous Systems in Complex Environments (SACE) process.