Phase 2.4: AI-Powered COG Analysis Assistant

Frontend integration complete:
- AI COG identification with JP 3-0 validation
- AI capability generation from COG descriptions
- AI requirements extraction from capabilities
- AI vulnerability assessment with exploitation methods

Backend API endpoint /api/ai/cog-analysis required for full functionality.
Frontend UI and handlers ready for backend integration.