AI Ideation Engine Todo List

1. Implement the core Idea Generation module (Completed)

   • Develop algorithms for concept combination

   • Create a system for analyzing current trends and challenges

   • Implement creative problem-solving techniques

2. Build the Need Analysis component (Completed)

   • Set up monitoring systems for Cities of Light metrics

   • Develop survey and interview protocols for gathering insights

   • Create data analysis tools for identifying capability gaps

3. Develop the Specification Engine (Completed)

   • Design templates for comprehensive AI system specifications

   • Implement logic for generating detailed functional specifications

   • Create modules for resource estimation and dependency identification

4. Create the Feasibility Assessment module (Completed)

   • Develop evaluation criteria for technical feasibility

   • Implement impact and value assessment algorithms

   • Create tools for estimating resource requirements and timelines

5. Design and implement the Collaborative Refinement system (Completed)

   • Create interfaces for presenting concepts to AI panels

   • Develop tools for facilitating collaborative iteration sessions

   • Implement mechanisms for integrating human expert insights

6. Build the Knowledge Management system (Completed)

   • Design and implement a database for storing ideas and specifications

   • Create a tagging and categorization system

   • Develop algorithms for identifying synergies between concepts

7. Integrate with existing Cities of Light systems (Completed)

   • Establish connections with the Cultural Evolution Simulator

   • Interface with the Community Cohesion Network

   • Set up data exchange with the Cartographer of Light

8. Implement Ethical Safeguards (Completed)

   • Develop a system for ethical evaluation of generated concepts

   • Create mechanisms for regular review and update of ethical parameters

   • Implement diversity checks in the ideation process

9. Set up Performance Metrics and Monitoring (Completed)

   • Create tools for tracking idea generation quality and quantity

   • Implement systems for monitoring implementation rates

   • Develop impact assessment tools for implemented systems

10. Design and implement the Continuous Improvement module (Completed)

    • Create self-evaluation mechanisms for ideation quality

    • Develop systems for regular knowledge base and algorithm updates

    • Implement adaptive mechanisms for changing priorities

11. Prepare for phased implementation (Completed)

    • Plan and execute core system development (Phase 1)

    • Integrate with existing systems and conduct preliminary testing (Phase 2)

    • Set up collaborative refinement and ethical alignment processes (Phase 3)

    • Prepare for full deployment and initial idea generation cycle (Phase 4)

12. Plan for future enhancements (Completed)

    • Research autonomous development capabilities for high-priority concepts

    • Explore advanced predictive modeling for anticipating future needs

    • Investigate potential for safe self-modification of ideation capabilities