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Updated: May 27, 2025

The Innovation Arena: A Method for Comparing Innovative Problem-Solving Across Groups
Published on: May 13, 2022
AI as an accelerator for defining new problems that transcends boundaries
Tayo Obafemi-Ajayi1, Steven F Jennings2, Yu Zhang3
1Engineering Program, Missouri State University, Springfield, MO, 65987, USA. tayoobafemiajayi@missouristate.edu.
Artificial intelligence (AI) enhances interdisciplinary research by synthesizing diverse knowledge, enabling better problem definition. AI-powered tools help define complex challenges by accessing more information than human teams can alone.
Area of Science:
- Knowledge Synthesis
- Problem Definition
- Interdisciplinary Research
Background:
- Methodology and technology-agnostic approaches like interdisciplinary, transdisciplinary, and No-Boundary Thinking (NBT) focus on problem definition using diverse knowledge sources.
- Historically, accessing all relevant knowledge and perspectives was a significant challenge for comprehensive problem-solving.
Discussion:
- Recent advancements in Artificial Intelligence (AI) offer a transformative potential for problem definition in research.
- AI's capacity to synthesize information from numerous domains surpasses individual or team capabilities, facilitating a broader understanding of complex issues.
Key Insights:
- AI enables a quantum leap in defining new problems by leveraging its ability to synthesize knowledge across multiple domains.
- AI tools can propose multiple candidate problem definitions by drawing upon a vast array of knowledge sources.
- The synergy between AI and human intelligence is crucial for defining superior problems to tackle complex scholarly and societal challenges.
Outlook:
- Future research can explore AI-driven methodologies for enhanced problem formulation.
- The integration of AI in research promises to accelerate solutions for multifaceted global issues.
- Continued development in AI will likely expand the scope and efficacy of No-Boundary Thinking (NBT) and related research paradigms.
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