Relevance
Core Agencies
| Old Approach | Proposed Policy Shift |
| Incident-led response | Intelligence-led prevention |
| Central agency dominance | State-centric capacity building |
| Post-attack prosecution | Early detection & disruption |
| Fragmented data | Integrated data grids |
| Elite-unit focus | Police station-level vigilance |
Relevance

Award Components
Significance
Relevance

Across the Life Cycle
1. Higher Automation Exposure
2. Algorithmic Bias
3. Upskilling Time Deficit
1. Time-Centric Policy Design
2. Gender Budgeting as an Enabler
3. AI-Era Upskilling for Women
Relevance

Shrinking Global Trade Window
Economic Complexity Trap
Capital Deepening Evidence
Coastal vs Hinterland
Why Old Assumptions Fail ?
Need for New Metrics
Relevance

Impact of Dehorning
Economics of Poaching
African Context
Indian & Nepali Model
Relevance
