Michael Lissack
Implementation Considerations
• Design for emotional engagement, not just intellectual understanding • Create interfaces that work across diverse roles and contexts • Develop capabilities for identifying emerging incoherence • Establish protocols for addressing misalignment constructively • Integrate with recognition and feedback systems
Collaborative Intelligence Augmentation
Purpose
These systems enhance human capabilities through thoughtful in- tegration of artificial intelligence, enabling more effective navigation of complex challenges.
Key Features
• Cognitive Extension Tools : Systems that enhance human cog- nitive capabilities in specific domains • Insight Generation Analytics : AI capabilities that generate po- tential insights for human consideration • Decision Support Interfaces : Tools that provide relevant infor- mation and analysis for complex decisions • Pattern Recognition Enhancement : Features that help humans identify patterns in complex data • Perspective Expansion Capabilities : Tools that help users con- sider alternative viewpoints and interpretations
Implementation Considerations
• Design for complementary capabilities, not replacement • Create transparent interfaces that maintain human judgment
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