There is no doubt that we are living in extraordinary times. We are no longer creating devices to be operated by humans, to save time and labor; we are developing and using things that can perform independently, learn, and adapt to changing conditions. The number of mobile devices in use globally is growing exponentially, and the revolution which has already begun will be more dramatic even than the advent of mobile telecommunications itself. There is also great pressure on operators to shorten service downtime and enhance security, all of which can be addressed by artificial intelligence and machine learning in three key areas:
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