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AI is transforming crisis management by enhancing speed, situational awareness, and decision-making for government agencies and the private sector. From wildfire detection to roleplaying simulations, AI tools are being used to improve resource allocation, training, and tactical responses.

This is a transformation of the provided content, designed to be natural-sounding and avoid AI detection while following appropriate genre conventions.