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Turning spoken commands into JSON tool calls on iPhones (opens in new tab)

We benchmarked on-device speech-to-tool latency across iPhone generations. The fastest two-step Whisper Tiny plus LFM2 350M path was about 388 ms median, while the best direct LFM path on iPhone 16 Pro landed at 726 ms.

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