World Bank backs phone-based AI for farmers in their own languages
The World Bank is encouraging specialised AI models that can serve local needs through phones with limited connectivity. Knowledge chief Paschal Donohoe points to farmers in India who need soil information delivered in their languages. His proposal connects a shortage of agricultural expertise with tools adapted to their users, while the bank and IMF discuss electricity, infrastructure and employment at their Bangkok meetings.
Artificial Intelligence··Morning
Farmers’ soil questions guide the proposal
Indian farmers needing soil analysis in their own languages are one example behind the World Bank’s support for small, specialised AI. Paschal Donohoe, its chief knowledge officer, points to participants in AgriConnect, the bank’s agricultural programme. He says the available scientists and agricultural specialists cannot individually reach every small farm. The Guardian’s interview presents phone-based assistance as a way to help meet that demand for information.[1]
Narrower training is intended to suit local conditions
The proposal favours models trained on narrower datasets for a particular task, adapted to the languages and circumstances of the people using them. Donohoe says these tools can operate through mobile phones with limited connectivity. He suggests collaboration between the World Bank, governments and private businesses to develop suitable products. The focus is on services that work where agricultural expertise and reliable connections are difficult to obtain.[1]
Bangkok discussions address infrastructure and entry-level jobs
AI’s effects on growth and employment are a major subject at the World Bank and International Monetary Fund annual meetings in Thailand’s capital Bangkok. Kristalina Georgieva, who heads the IMF, calls for electricity, digital infrastructure, preparation for users and protection against misuse. The World Bank’s August development report said almost a third of sub-Saharan Africa’s rural schools had no electricity; consistent internet was unavailable in more than two-thirds. Georgieva also raised concern about young workers losing the routine entry-level jobs through which careers normally begin.[1]
