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AI is playing a key part in reshaping and developing businesses, and in improving people’s daily lives. Different concepts, tools and technologies that use algorithms—such as blockchain, machine and deep learning, natural language processing, generative AI, etc.—are beginning to show exciting possibilities that will support and optimise human intelligence. If guided by an ethical and responsible approach, this field can offer numerous rewards.

Edge AI: training solutions for more energy-efficient models

● A key objective in its drive to achieve net-zero carbon by 2040, Orange is planning to directly integrate artificial intelligence in networks without increasing their power consumption.
● A doctoral researcher at Orange, Tanguy Le Cloirec explains the functioning of decentralized federated learning and personalized federated learning.
● Within the framework of a project financed by the French National Agency for Research (ANR), Le Cloirec is working on decoupling AI-model parameters, which facilitates the development of high-performance, power-efficient and personalized federated learning approaches.
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A typology of Artificial Intelligence models

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