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Updated: Jan 25, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Bridging knowledge systems to guide natural resource decision-making
Finn Danielsen1, Mark Nuttall2, Naima El Bani Altuna3
1Nordic Foundation for Development and Ecology (NORDECO), Copenhagen DK-1159, Denmark.
Abstract:
International agreements call for inclusion of Indigenous and local knowledge in resource management, yet practical approaches remain underdeveloped. We argue that knowledge co-assessment offers a feasible pathway. Drawing on examples from practice in the Arctic, we provide guidance for equitable engagement, communication, and scaling, enhancing legitimacy, inclusivity, and actionable governance.
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