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The CONTRACT project explores a new framework to ensure reliable deployment of artificial intelligence in wireless systems. It aims to provide formal reliability guarantees for AI applications, addressing performance variability in communication services through advanced calibration and monitoring techniques.
CONTRACT sets out to investigate a novel, theoretically principled, framework for the reliable deployment of artificial intelligence (AI)-based black-box models in wireless systems.
Given the highly non-deterministic patterns of traffic and connectivity conditions, AI is currently viewed as an essential technology to ensure the support of communication services with widely heterogeneous performance requirements, ranging from cloud gaming to Industry 4.0.
However, AI ``apps'' are, by and large,…
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