Green-Corridor AI (GCAI): An AI-Enabled Digital Twin for Carbon-Aware and Disruption-Resilient Trade Corridors

GREEN-CORRIDOR AI (GCAI) An AI-Enabled Digital Twin for Carbon-Aware and Disruption-Resilient Trade Corridors A scalable model for greener multimodal trade in developing economies CORE INNOVATION: Turn carbon from a post-shipment reporting metric into a real-time routing variable—while optimizing cost, delivery time and disruption risk. Proposal at a Glance Theme Making supply chains greener Frontier technologies … Read more

The Flowers They Sell, the Childhood They Lose: Pakistan’s Children Trapped between Poverty, Child Labour and Climate Displacement

The Flowers They Sell, the Childhood They Lose: Pakistan’s Children Trapped between Poverty, Child Labour and Climate Displacement

Two years had passed since I last visited Karachi. Returning after my cancer treatment was an emotional journey in itself. I had survived a battle that had changed my understanding of life, suffering and resilience. I arrived carrying memories of pain, recovery and the quiet determination to begin again. I went to the beach, hoping … Read more

Analyzing Pakistan’s Structural Issues: A Case Study

Analyzing Pakistan's Structural Issues: A Case Study

To thoroughly understand a society, its political activities, and the state machinery that ultimately shapes international politics, it is crucial to study how structural units of that very society work. The world is, after all, a mosaic of different patches that we call states. These states are made by human beings, who are their basic … Read more