I like the idea of this - doing all the processing/ML client side. I know Apple has started doing this recently (object/scene recognition & search in Photos app

I like the idea of this - doing all the processing/ML client side. I know Apple has started doing this recently (object/scene recognition & search in Photos app), but appreciate that this process occurs on my device rather than on say, Google's servers... I have a strong feeling that quite a bit of R&D has been going toward Apple's upcoming chip, which will likely have a custom GPU architecture optimized for deep learning (of which Siri will also greatly benefit from) and augmented reality - like the custom HPU in Hololens. Apple's "Lens" wearable will probably pair via W1 with an iPhone which will handle most of the processing. Perhaps they'll even have a custom 3D/depth sensor based on the PrimeSense tech they purchased.... We're on the cusp of consumer AR going mainstream, and it's exciting.