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在生产制造领域,数据是企业提质增效的“新引擎”。通过汇聚研发、生产到应用的全生命周期数据,并进行智能化分析,企业研发设计效率显著提升。实时监测设备参数、生产状况和能耗信息,更能实现智能预警与快速处置,让生产线“会思考、能优化”。数据也重塑着销售与服务。企业对市场动态、消费趋势的感知因数据而更加敏锐,从而能够精准培育新产品、新服务。更重要的是,当数据跨越企业边界,在产业链上下游甚至跨行业流动时,其倍增效应更为凸显。一些行业龙头通过整合生态数据,实现供应、制造与消费端的高效协同,推动了整个行业全要素生产率的跃升。
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You can include multimodal data like images. There’s something strange about including images when going back to Roman times or 1700 because while they had texts, they didn’t have digital images. However, this is acceptable for some purposes. You’d want to avoid leaking information that could only be known in the present. You could include things people at the time could see and experience themselves. For example, there may be no anatomically accurate painting in Roman times of a bee or an egg cracking, but you can include such images because people could see such things, even if they weren’t part of their recorded media. You could also have pictures of buildings and artifacts that we still have from the past.