Livestock diversity mapping exposes infrastructure planning's rural blind spots

Livestock diversity mapping exposes infrastructure planning's rural blind spots
Photo by HsinKai Tai on Unsplash

New mapping reveals eleven distinct livestock systems across South America's dry regions, showing how current infrastructure planning systematically favors large-scale operations while marginalizing adaptive smallholder and pastoralist communities with proven resilience in arid conditions.

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AI planning frameworks achieve 91% accuracy predicting development outcomes in post-conflict environments

Iraqi researchers developed an AI framework that correctly predicted infrastructure project success 91% of the time by analyzing eight sustainability dimensions simultaneously. Administrative and technological deficiencies emerged as the strongest failure predictors, suggesting systematic planning gaps rather than resource constraints drive poor outcomes. Read the original article

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