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The Conversation
The Conversation
International · 4 hrs ago
75◉ Centre
AI offers promise for agriculture, but smallholder farmers risk being left behind
75Quality
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AI Analysis
Quality 75/100
Partisan intensity 25/100
ObjectivePartisan
◉ Centre ✓ Fair headline

An article examining how artificial intelligence and precision agriculture technologies can help address global food production challenges, while warning that smallholder farmers in developing regions may not have equal access to these innovations and risk falling further behind economically developed agricultural sectors.

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AI offers promise for agriculture, but smallholder farmers risk being left behind
Globally, agriculture faces mounting pressures. These are driven by climate change, land degradation, labour shortages, supply chain disruptions and the demand for food from a growing population. At the same time, productivity is uneven. For example, maize yields in the US often exceed 10 tons per hectare. These high yields are driven by mechanisation, improved seed varieties, irrigation and efficient input use, supported increasingly by precision agriculture technologies. In contrast, yields in
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