For the last decade, "smart" meant "connected." We built better networking libraries and faster serialization, but we were still fighting physics.

The rise of capable silicon has rewritten the rules. The default is no longer "call the API." The default is "run it locally."

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The ML Landscape: Cloud vs. On-Device

Why Apple bets on on-device AI: The strategic trade-off between infinite cloud compute and zero-latency privacy.