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Unlike traditional automation, self-learning autonomic tools are able to understand and replicate complex decision making processes and behave in a similar way to the human cognitive process by constantly learning new ways of handling IT problems.
FORBES: Outage Prevention: Taking Humans Out Of The IT Equation
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