arXiv:2605.03800cs.SEcs.AI2026-05

培养人机协作的AI倡导者,推动开发团队转型

AI Advocate: Educational Path to Transform Squads to the Future

  • 培训专职AI倡导者,促进人机协同工作模式
  • 在巴西某科技公司实践,实现团队文化与技术升级
  • 适合关注AI落地与组织变革的开发者与管理者

本文分析了一项战略教育计划,旨在将传统软件开发团队转型为以人机协作为核心的混合团队。在人机协同能显著提升生产力的背景下,本研究探讨了对名为XPTO的专业人员进行赋能,即培养‘AI倡导者’,作为推动文化与技术变革的催化剂。目标是呈现一家巴西私营科技企业在培育和赋能AI倡导者过程中的经验总结,突出关键教训与识别出的挑战。

原文摘要 · Abstract (English)

This paper analyzes the strategic education process aimed at transitioning traditional software development squads into hybrid structures centered on collaborative work between humans and Artificial Intelligence (AI). In a context where human-AI collaboration can significantly increase productivity, this study explores how the upskilling of XPTO professionals, referred to as AI Advocates, acts as a catalyst for cultural and technical transformation. The objective is to present an experience report on the education and enablement process of AI Advocates within a private Brazilian technology company, highlighting key lessons learned and identified challenges.

人机协作组织转型AI倡导者

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