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It will probably depend on whether NPUs are universally available in smartphones, and whether we get a standard API for accessing NPUs. But I don't know whether AI-based codecs can have battery usage competitive with fixed-function hardware.
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Agreed, unless AI progress slows down enough that it becomes reasonable to bake weights into circuitry, the conventional approach will probably remain preferable for encoding, at least on power constrained devices.
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