Editing Idea:Task Classification for AI-Human Allocation (section)

==== Optimal Allocation Strategy ====

'''Primary Approach: Human-Led with AI Analytical Support'''

'''Human Leadership Requirements:'''
* Strategic decision-making and long-term vision development
* Stakeholder communication and requirement synthesis
* Risk assessment and trade-off analysis
* Creative solution development for unprecedented challenges

'''AI Support Capabilities:'''
* Comprehensive option generation and alternative analysis
* Performance modeling and scalability projection
* Best practice research and pattern identification
* Documentation generation and decision rationale recording

'''Success Metrics:'''
* System performance and scalability achievement against projections
* Architectural decision effectiveness over time
* Stakeholder satisfaction with architectural outcomes
* Maintenance overhead and technical debt accumulation rates