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My assumption has been that Google, Amazon, and Microsoft run the heavy-duty AI in the cloud when possible, benefiting from huge scale and easier updates. Maybe
by hackuser 9y ago
My assumption has been that Google, Amazon, and Microsoft run the heavy-duty AI in the cloud when possible, benefiting from huge scale and easier updates. Maybe that assumption is wrong?
If it's right, is Apple adopting a more decentralized model, with AI (or more AI) running locally? Could that compete with cloud-based AI's advantages? Obviously it would be better for offline usage, for responsiveness when transmission to the cloud is a significant part the latency, and for confidentiality.
- happycube 9y agoGoogle's been working on distributed training as well.
- hackuser 9y agoWhy? What is the benefit to Google? Also, are they doing training for the local user or for Google's 'general' systems or for both?
- bitmapbrother 9y agoSo they can do on device AI/ML with TensorFlow Lite, through the use of specialized neural network DSP's, as discussed during the keynote at I/O 2017. https://youtu.be/Y2VF8tmLFHw?t=1h22m8s https://youtu.be/Y2VF8tmLFHw?t=1h22m8s