#hybrid-intelligence News & Analysis

2 articles tagged with #hybrid-intelligence. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 56/10

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Where's the Structure? A Systematic Literature Review of Empirical Research on Human-AI Collaboration and Hybrid Intelligence for Learning

A systematic literature review of 62 empirical studies examines human-AI collaboration in educational settings, finding that unstructured interaction between humans and AI produces suboptimal learning outcomes. The research identifies key design principles and structural frameworks that educational technologists can apply to create more effective AI-enhanced learning systems.

AINeutralarXiv – CS AI · Jun 26/10

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Interaction-Centered Intelligence: Toward Interaction as the Primary Unit of Analysis in Co-Creative AI and Human-AI Systems

A new academic framework proposes interaction as the primary unit of analysis for understanding intelligence in human-AI systems, shifting focus from isolated computation within individual models to the relational dynamics that emerge through collaborative engagement. The paper synthesizes decades of research across distributed cognition, embodied cognition, and computational creativity to argue that intelligence, creativity, and meaning arise from evolving interaction patterns rather than internal computation alone.