🚨 AI HARDWARE RESET


Google’s TurboQuant just cut LLM memory usage by more than 6x, attacking the biggest bottleneck in AI performance.
This changes the game because AI is no longer limited by hardware as much as it was.
And the surprise winner could be Apple, which has struggled with on-device AI due to memory constraints.
If models can run efficiently on-device, distribution explodes overnight and AI shifts from the cloud to billions of devices.
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