As the Houston Texans prepare for the playoffs, former franchise quarterback Deshaun Watson received clarity about his future, sparking a reaction from the Pro Bowler. Watson, 30, just wrapped his ...

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除了管理意外成本外，组织还面临部署时的其他挑战，包括数据风险、模型不准确、集成障碍、人才短缺、道德问题以及高基础设施需求。投资回报率不明、治理薄弱和供应商锁定使情况更加复杂。

AI技术的发展还催生了多种新兴商业模式。API经济成为高毛利赛道，OpenAI的ChatGPT API按调用次数收费，企业支付费用可达成本的10-100倍，毛利率超90%。AWS、Azure等云厂商将AI封装为SaaS产品，2024年AI服务营收占比均突破15%。技术型企业可开发垂直领域API，例如金融风控API、医疗影像分析API，通过订阅制实现持续变现。