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Gillett said the software is intended to solve a common complaint of IT and security professionals—being overwhelmed by the deluge of security alerts they receive each day warning of potential bugs and vulnerabilities. Their lives would be easier if they could filter out all the false alarms and concentrate on only the most important ones. By using machine learning to sift through both current and old corporate data, Chronicle’s software is supposed to show only the most significant threats.