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May 25, 2026AI & Innovation0 citationsOpen Access

Artificial Intelligence Challenges for Knowledge Innovation Cycles

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AKAharon Kellerman

Key Points

  • The article aims to explore the role of artificial intelligence in knowledge innovation cycles, particularly its implications for human involvement.
  • Examined the structure and phases of knowledge innovation cycles
  • Focused on the innovativeness phase and its reliance on human action
  • Discussed implications of AI on human innovation processes and academic teaching practices.
  • Identified the need for human action in the innovativeness phase of innovation cycles.
  • Highlighted potential negative impacts of AI on human innovation processes in organizations.
  • Emphasized the need for changes in academic teaching of knowledge management tools.

Abstract

ABSTRACT This article focuses on knowledge innovation and its contemporary reshaping, with particular attention to the growing role of AI in this process. This article first examines the general structure and phases of knowledge innovation cycles, aiming to identify AI's role within them. The discussion then focuses on the first phase, innovativeness, as the phase in innovation cycles that may still require human action, even when other phases of knowledge innovation cycles turn fully digital. This article then elaborates on AI's deepening engagement in innovation cycles, notably in the first phase of the innovation generation cycle. Finally, two implications of AI‐based transitions are addressed: The potential damage to human innovation processes within organizations and the need for broader changes in the academic teaching of cross‐disciplinary tools for knowledge management.

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Cite This Study

Aharon Kellerman (2026) studied this question.

synapsesocial.com/papers/6a13e83b0e02ee3982d32fa1https://doi.org/10.1002/aiv2.70007
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