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Generative AI has seized everyone’s attention through the combination of creativity, versatility, and scale. However, the boom in scale that has rendered this possible has become a problem in itself, with AI training and inference becoming the pace-setting compute workload of the 2020s. This is a major barrier to bringing the possibilities of the new AIs to the edge – which might be where much of their potential value lies.