ARTFEED — Contemporary Art Intelligence

AI and Human Learning: A Framework for Intellectual Stewardship

publication · 2026-04-30

A recent paper published on arXiv introduces the idea of 'intellectual stewardship' as a means to help individuals adapt to creative knowledge tasks in the era of AI. It draws upon various theories related to learning, intelligence, and knowledge generation, presenting five fundamental principles for both students and educators to responsibly manage intellectual activities across human and artificial systems. Important themes include 'knowledge-wise' (grasping the dynamic nature of knowledge and taking intentional steps to enhance it) and 'intelligence-wise' (making educated decisions about coordinating distributed cognitive efforts and resources). The paper explores the potential benefits and challenges posed by generative AI in education, knowledge work, and societal interactions.

Key facts

  • Paper published on arXiv with ID 2603.18117v2
  • Announce type: replace-cross
  • Proposes 'intellectual stewardship' as a human-centered framework
  • Framework includes five core principles
  • Addresses generative AI's impact on learning and knowledge work
  • Key concepts: being knowledge-wise and being intelligence-wise
  • Draws on theories of learning, intelligence, and knowledge creation
  • Focuses on re-adapting human minds and responsibilities

Entities

Institutions

  • arXiv

Sources