Born in Egypt but raised in the United States, Michael attended Harvard University as an undergraduate and earned a law degree from Stanford. He began his career with a quick stint at Goldman Sachs as an associate in the communications, media, and entertainment investment banking group, before jumping into tech at Tellme Networks in 1999, a voice-recognition company that he helped run before it was acquired by Microsoft in 2007 for roughly $800 million.
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当承保越来越依赖红队报告、审计日志与持续监控，保险公司内核会更像红队与审计机构，通过定价与承保确认定义什么样的AI才能被市场接受。Lloyd’s生态里审计型承保与独立的产品化落地，说明这不是概念推演，而是正在发生的市场结构变化。