The Ukraine Spring Offensive looks like it might be a summer offensive. The idea is that you need a five to one people advantage to attack an established protected place, but the Ukrainians certainly don't have five to one compared to the Russian troops on the border. If they're entering the mobile phone area just when AI is the thing and I think they're gonna have a pretty good take on AI, it could be really interesting.

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