The quintuple innovation helix plus AI: A prospective retrospective approach and the use case of semiconductors

This article explores the intricate connections between economic, (geo)political, societal, scientific, and environmental factors aiming to foster dialogue on leveraging past developments for a desirable future (e.g. "Green ICT", "Society 6.0"). Utilizing the Quintuple-Innovation-Helix-plus-AI Framework (QIH + AI), which integrates policy, economy, science, society, and environment (planet) as interrelated strands, the study emphasizes the significance of knowledge flows in shaping these domains. The research identifies a gap in applying the QIH + AI model to the semiconductor industry and proposes a retrospective analysis of historical milestones to elucidate the evolution of this sector. By mapping these milestones onto QIH + AI, we demonstrate the dynamic interconnections among the strands and the influence of AI on the overall system development. Thus, we present a historical examination at a meta level (analogy: learning vs. learning-how-to-learn vs learning-to-learn-how-to-learn). This has not been a subject of research so far, constituting a notable gap. The findings provide valuable insights for policymakers and industry leaders in navigating the complexities of technological advancements within the semiconductor landscape, ultimately contributing to a holistic understanding of the interplay between policy, economy, technology, society, and the environment.