World bank advocates for compact AI models to transform developing nations

On October 18, 2026, The Guardian reported that the World Bank is urging developing countries to adopt compact AI models. These models can operate on mobile devices in areas with poor internet connectivity, enabling these nations to harness AI's potential. Paschal Donohoe, the World Bank's Chief Knowledge Officer, emphasized that AI can accelerate economic growth in emerging economies, provided it is tailored to local needs. He noted that some countries might achieve development goals in decades rather than centuries. Donohoe highlighted the World Bank's AgriConnect initiative in India, where farmers use mobile-based AI to analyze soil and boost crop growth. The World Bank is calling for collaboration with governments and private sectors to promote such technologies. The report underscores the potential of compact AI to bridge the digital divide and support sustainable development in regions with limited infrastructure. By focusing on localized solutions, the World Bank aims to ensure that AI advancements are accessible and impactful for developing nations.