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A micro level analysis of violent conflict

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Early Conflict Warnings

AI and Early Conflict Warnings: Can Micro-Level Data Predict Violence?

In recent years, violence linked to social unrest and group conflict has grown across many regions. While governments and organisations have tried to respond, many efforts are reactive and often come too late. The use of artificial intelligence (AI) may change this. By analysing micro-level data—such as individual behaviour, local tensions, or online speech—AI offers…

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