
Future of Science by DeSci Foundation #14 James Evans: Designing Innovative Research Ecosystems
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Apr 2, 2024 James Evans, Researcher on designing innovative research ecosystems, discusses the importance of diversity in driving innovation. Topics include dimensions of diversity, AI's role in diversifying scientific ideas, and the potential for AI to replace human scientists. The conversation also delves into abduction in scientific reasoning, embracing diversity in innovation, and the balance between disciplinary silos and crossbreeding for innovation in universities.
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Digital Twins of Knowledge
- James Evans builds digital twins of knowledge ecosystems to study innovation.
- These digital doubles simulate how people process information and explore opportunities, allowing for virtual experimentation.
Innovation Engines
- Evans's digital twins aren't just for understanding innovation; they're engines for creating it.
- He works with labs to optimize their research using these models, treating scientific exploration like a diversified investment portfolio.
AI and Scientific Progress
- James Evans believes AI's role in science is similar to the emergence of new scientific languages in the past.
- While AI can boost combinatorial exploration, it needs mechanisms for abduction and surprise to avoid long-term stagnation.

