US EditionThe Inference Bottleneck: Why Edge AI Is the Next Great Computing Challenge
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The Inference Bottleneck: Why Edge AI Is the Next Great Computing Challenge
In the world of artificial intelligence, much of the spotlight has been focused on the training of massive models like GPT-4, Gemini, and others. These models require vast computational resources and months of training on specialized hardware. Yet, for all the attention paid to training, the most pressing challenge in AI today lies elsewhere: inference. Inference—the process of using a trained model to generate predictions or outputs—is where th…
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