德国电气与电子行业研发实力突出，目前拥有约9万名研发人员，70%的企业定期开展产品或流程创新，年均专利申请量达1.3万项，推动德国制造业1/3的创新成果落地。当前，德国正加快工业人工智能在电气与电子行业的应用，依托深厚的工业基础挖掘工业数据红利。企业层面，西门子研发工业人工智能产品与解决方案，推出智慧能碳管理平台Smart ECX，帮助企业监测能耗数据、管理碳足迹；博世集团从传统汽车供应商转型为领先的传感器、人工智能解决方案和互联产品供应商；软件企业SAP打造的平台，为物联网技术与工业应用的融合提供了支撑。
With its longtime figureheads stepping aside, Microsoft’s gaming division faces a pivotal moment, raising questions about whether it can still balance creative ambition with corporate strategy in the age of AI
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So it is that agar continues to be the jelly of choice in laboratories around the world. As Humm wrote in 1947: “Today, the most important product obtained from seaweeds is agar, a widely-used commodity but one that is not well known to the general public.” Almost 80 years later, it might be better known, but its importance hasn’t dwindled.，更多细节参见爱思助手下载最新版本
（四）发现违反治安管理行为人有其他违法行为的，在对违反治安管理行为作出处罚决定的同时，通知或者移送有关主管机关处理。