The Rise of the Knowledge Sculptor: A New Archetype for Knowledge Work in the Age of Generative AI
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Abstract (arXiv)
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.
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6 of 35 references.
References · 6
- 2019Principles alone cannot guarantee ethical AIcited by 135
- 2023The Generative AI Paradox: "What It Can Create, It May Not Understand"cited by 98
- 2021The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systemscited by 39
- 2024Bias in Generative AIcited by 19
- 2024The Human-GenAI Value Loop in Human-Centered Innovation: Beyond the Magical Narrativecited by 2
- 2025Lessons for GenAI Literacy From a Field Study of Human-GenAI Augmentation in the Workplacecited by 1
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- 2026Architecting Trust in Artificial Epistemic Agents
- 2026Progressive Ideation using an Agentic AI Framework for Human-AI Co-Creation
- 2026The Aura in the Machine: Genealogy and the Status of the Work of Art in the Generative Era
- 2025Knowledge Protocol Engineering: A New Paradigm for AI in Domain-Specific Knowledge Work
- 2026Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning
- 2026COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation