Artificial Intelligence at John Deere  – Emerj Artificial Intelligence Research

John Deere is a leading agricultural machinery and precision technology company dedicated to advancing productivity and sustainability in farming industries worldwide. The company manufactures a comprehensive range of equipment—spanning tractors, combines, and intelligent spraying solutions—serving producers of food, fuel, and infrastructure across the globe. In 2024, John Deere reported annual…

AI-enhanced crowdsourcing for disaster management: strengthening community resilience through social media – International Journal of Emergency Medicine

As disasters become more frequent and complex, the integration of artificial intelligence (AI) with crowdsourced data from social media is emerging as a powerful approach to enhance disaster management and community resilience. This study investigates the potential of AI-enhanced crowdsourcing to improve emergency preparedness and response. A systematic review was conducted using both qualitative and quantitative methodologies, guided by the PRISMA framework, to identify and evaluate relevant literature. The findings reveal that AI systems can effectively process real-time social media data to deliver timely alerts, coordinate emergency actions, and engage communities. Key themes explored include the effectiveness of community participation, AI’s capacity to manage large-scale information flows, and the challenges posed by misinformation, data privacy, and infrastructural limitations. The results suggest that when strategically implemented, AI-enhanced crowdsourcing can play a critical role in building adaptive and sustainable disaster management frameworks. The paper concludes with practical and policy-level recommendations for integrating these technologies into Pakistan’s disaster management systems.