Human × AI Decision Framework
Accelerate delivery. Expand knowledge. Amplify expertise.
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Task Classification
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Task Classification
What's the primary nature of this work?
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Knowledge Work
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Creative/Sensory
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Relational/Emotional
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Complex Systems
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Knowledge Depth
What level of expertise and context is required?
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Surface: Facts & procedures
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Connected: Cross-domain synthesis
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Deep: Years of implicit knowledge
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Creative Demands
Pattern recognition or pattern breaking?
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Recognition: Find & replicate
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Variation: Innovate within bounds
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Revolution: Break the paradigm
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Relational Complexity
What depth of human connection is needed?
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Transactional: Clear protocols
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Supportive: Guided empathy
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Transformational: Deep trust
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System Complexity
Where does the challenge lie?
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Scale: Massive but defined
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Adaptive: Evolving parameters
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Emergent: Unknown unknowns
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