Powering Innovation: The Comprehensive Impact of Generative AI

Shaun Poland, Siddhartha Sharad, Gus Wigen-Toccalino
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Abstract

Understanding the role of Generative Artificial Intelligence (GenAI) in the energy and utility sector necessitates distinguishing it from traditional AI applications. AI generally encompasses machine capabilities for tasks that require human intelligence, such as discerning patterns and making decisions. GenAI is a specialized subset of AI and goes further, by creating entirely new content—text, images, or data—through learning from existing datasets and generating new, unique outputs (Figure 1).

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为创新提供动力:生成式人工智能的综合影响
要了解生成式人工智能(GenAI)在能源和公用事业领域的作用,就必须将其与传统的人工智能应用区分开来。人工智能一般包括机器执行需要人类智能的任务的能力,如辨别模式和做出决策。GenAI 是人工智能的一个专门子集,它更进一步,通过从现有数据集学习并生成新的、独特的输出来创建全新的内容--文本、图像或数据(图 1)。
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