arXiv:2510.07829cs.HCcs.AI2025-10

提出知识雕塑师新角色,人机协作重塑知识工作形态。

The Rise of the Knowledge Sculptor: A New Archetype for Knowledge Work in the Age of Generative AI

  • 构建知识雕塑师四维能力框架:愿景设计、迭代对话、信息精炼、好奇整合。
  • 通过真实案例展示如何将生成内容转化为可信可用的知识成果。
  • 适合关注人机协作、AI时代职业转型的研究者与从业者参考。

在生成式人工智能时代,传统以信息组织与检索为主的知识工作模式已难以应对自主生成内容的挑战。本文提出知识雕塑师(Knowledge Sculptor, KS)这一新型职业范式,强调人类与生成式AI协同,将原始生成内容转化为可信且可操作的知识。基于社会技术视角,构建了包括愿景架构、迭代对话、信息精炼和好奇心驱动整合在内的能力框架。一个实践案例展示了该角色的实际应用,并采用自指方法,使本文本身成为其描述过程的实践产物。

原文摘要 · Abstract (English)

In the Generative Age, the nature of knowledge work is transforming. Traditional models that emphasise the organisation and retrieval of pre-existing information are increasingly inadequate in the face of generative AI (GenAI) systems capable of autonomous content creation. This paper introduces the Knowledge Sculptor (KS), a new professional archetype for Human-GenAI collaboration that transforms raw AI output into trustworthy, actionable knowledge. Grounded in a socio-technical perspective, the KS is conceptualised through a framework of competencies, including architecting a vision, iterative dialogue, information sculpting, and curiosity-driven synthesis. A practice-based vignette illustrates the KS role in action, and in a self-referential approach, the paper itself serves as an artefact of the sculpting process it describes.

人机协作知识工作生成式AI

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。