Apple has spent years emphasizing the privacy benefits of keeping computation on-device. Its custom silicon, including the Neural Engine, has been steadily tuned for machine learning workloads. But even with those gains, phones remain limited by memory and processing ceilings. The largest AI models now operate at a scale that...

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