Conclusion
摘要
The principal findings of the study may be organized into thematic categories, as follows: The Quintuple Innovation Helix plus AI (QIH + AI) Framework integrates five interconnected helices—0 policy, economy, science, society, and environment—with AI as a transformative enabler, fostering innovation ecosystems through dynamic knowledge flows (DIKEWI). It extends beyond traditional models by emphasizing sustainability, stakeholder collaboration, and adaptive governance, making it ideal for managing PIT like AI, semiconductors, and fusion energy. By analyzing interactions across helices (e.g., how AI impacts policy or industry), the framework supports strategic roadmapping for resilient, equitable, and future-ready innovation systems.